diff --git "a/topics.json" "b/topics.json" new file mode 100644--- /dev/null +++ "b/topics.json" @@ -0,0 +1,39897 @@ +{ + "topic_representations": { + "-1": [ + [ + "language", + 0.005019762610264577 + ], + [ + "models", + 0.004348724316080483 + ], + [ + "model", + 0.004271956455474708 + ], + [ + "data", + 0.0040104426853126195 + ], + [ + "translation", + 0.004000412053392823 + ], + [ + "word", + 0.003943480246774589 + ], + [ + "tasks", + 0.003804044383849433 + ], + [ + "neural", + 0.0036979711809664285 + ], + [ + "learning", + 0.003634910014057082 + ], + [ + "languages", + 0.003609126508455637 + ] + ], + "0": [ + [ + "question", + 0.028116582131715636 + ], + [ + "answer", + 0.02036574353723801 + ], + [ + "questions", + 0.020315648001639392 + ], + [ + "answering", + 0.01998156510614195 + ], + [ + "question answering", + 0.018641244227934343 + ], + [ + "comprehension", + 0.01642006172538503 + ], + [ + "qa", + 0.015599585041079979 + ], + [ + "reading comprehension", + 0.014533415805478104 + ], + [ + "reading", + 0.014291500771103695 + ], + [ + "answers", + 0.010749442885428359 + ] + ], + "1": [ + [ + "speech", + 0.03173329671148156 + ], + [ + "speech recognition", + 0.020292223592691016 + ], + [ + "acoustic", + 0.01688351242770658 + ], + [ + "recognition", + 0.016803050161604306 + ], + [ + "asr", + 0.015372194933777427 + ], + [ + "automatic speech", + 0.008642941685020467 + ], + [ + "endtoend", + 0.008570078374551874 + ], + [ + "automatic speech recognition", + 0.00828562672849241 + ], + [ + "ctc", + 0.008249821350661376 + ], + [ + "audio", + 0.007941334915529138 + ] + ], + "2": [ + [ + "summarization", + 0.045428908874652806 + ], + [ + "summaries", + 0.02304279003966512 + ], + [ + "abstractive", + 0.022587210789205524 + ], + [ + "summary", + 0.018623099998134277 + ], + [ + "extractive", + 0.015595896865170369 + ], + [ + "abstractive summarization", + 0.014907191662224838 + ], + [ + "text summarization", + 0.013263899550581269 + ], + [ + "document", + 0.010889902059190892 + ], + [ + "rouge", + 0.00979463810574288 + ], + [ + "multidocument", + 0.007749585090259431 + ] + ], + "3": [ + [ + "clinical", + 0.02490697859225499 + ], + [ + "medical", + 0.02145023367361423 + ], + [ + "biomedical", + 0.01671833224758784 + ], + [ + "extraction", + 0.01132668712889026 + ], + [ + "notes", + 0.009217067036503507 + ], + [ + "drug", + 0.009018046910054306 + ], + [ + "reports", + 0.007589929748967601 + ], + [ + "relation", + 0.006883596137022315 + ], + [ + "radiology", + 0.006824034236266784 + ], + [ + "disease", + 0.006487028614795284 + ] + ], + "4": [ + [ + "translation", + 0.023115029942030654 + ], + [ + "machine translation", + 0.019774086805263262 + ], + [ + "parallel", + 0.01954130714893192 + ], + [ + "machine", + 0.016661703289184135 + ], + [ + "nmt", + 0.016593793269871815 + ], + [ + "neural machine", + 0.016489402086242094 + ], + [ + "neural machine translation", + 0.016338051036440638 + ], + [ + "lowresource", + 0.011997209016031183 + ], + [ + "multilingual", + 0.011485278603608953 + ], + [ + "data", + 0.010030733454272899 + ] + ], + "5": [ + [ + "emotion", + 0.05961813054061635 + ], + [ + "emotions", + 0.02836067868721212 + ], + [ + "emotional", + 0.016352999419546314 + ], + [ + "emotion recognition", + 0.014352446485655732 + ], + [ + "affective", + 0.010506881788813056 + ], + [ + "intensity", + 0.009974509645159911 + ], + [ + "empathetic", + 0.00810385599967073 + ], + [ + "cause", + 0.008069687263230171 + ], + [ + "emotion detection", + 0.00795429830772549 + ], + [ + "multimodal", + 0.00784836340684864 + ] + ], + "6": [ + [ + "word", + 0.02620739768064832 + ], + [ + "embeddings", + 0.016555641022509438 + ], + [ + "word embeddings", + 0.01603651810007833 + ], + [ + "similarity", + 0.015891869070277162 + ], + [ + "vector", + 0.01584722000407068 + ], + [ + "embedding", + 0.015533782909788805 + ], + [ + "vectors", + 0.015274108540895398 + ], + [ + "word embedding", + 0.012281959739465045 + ], + [ + "semantic", + 0.011992857501222783 + ], + [ + "analogy", + 0.010998328179851736 + ] + ], + "7": [ + [ + "bert", + 0.02845468172510854 + ], + [ + "probing", + 0.015546719207904588 + ], + [ + "tasks", + 0.012233716492400813 + ], + [ + "pretraining", + 0.01223275002304698 + ], + [ + "pretrained", + 0.011620350012661197 + ], + [ + "representations", + 0.010415600750459348 + ], + [ + "distillation", + 0.00871589666493176 + ], + [ + "glue", + 0.007996489296141537 + ], + [ + "finetuning", + 0.007853116299694173 + ], + [ + "models", + 0.007828526555852776 + ] + ], + "8": [ + [ + "relation", + 0.04575706384992377 + ], + [ + "relation extraction", + 0.03919836104514693 + ], + [ + "extraction", + 0.030237300641925067 + ], + [ + "relations", + 0.014316175251128155 + ], + [ + "distant", + 0.013858274979527335 + ], + [ + "distant supervision", + 0.013784040524516115 + ], + [ + "relation classification", + 0.013101423466463525 + ], + [ + "entity", + 0.0121859896582319 + ], + [ + "supervision", + 0.012181430980067992 + ], + [ + "entities", + 0.009460303976410322 + ] + ], + "9": [ + [ + "hate", + 0.04370672262852609 + ], + [ + "hate speech", + 0.0405417021945411 + ], + [ + "offensive", + 0.021765512203324434 + ], + [ + "detection", + 0.02115851011892389 + ], + [ + "speech", + 0.019994886395858353 + ], + [ + "abusive", + 0.018519938890006495 + ], + [ + "speech detection", + 0.017673968735869103 + ], + [ + "hate speech detection", + 0.01757888741070148 + ], + [ + "toxic", + 0.015748353098941664 + ], + [ + "social", + 0.014357697446424022 + ] + ], + "10": [ + [ + "arabic", + 0.04177058210044618 + ], + [ + "sanskrit", + 0.019840323847966537 + ], + [ + "kurdish", + 0.015113038832008175 + ], + [ + "transliteration", + 0.01374954289985265 + ], + [ + "rules", + 0.01265451689836452 + ], + [ + "algorithm", + 0.01135262695757073 + ], + [ + "sandhi", + 0.011319076964813143 + ], + [ + "stemming", + 0.011144058030411566 + ], + [ + "morphological", + 0.010209938189597185 + ], + [ + "script", + 0.010174544314507776 + ] + ], + "11": [ + [ + "aspect", + 0.052866034102800566 + ], + [ + "sentiment", + 0.036882279451161355 + ], + [ + "sentiment analysis", + 0.022855459517518256 + ], + [ + "aspectbased sentiment", + 0.021903058008749306 + ], + [ + "aspectbased", + 0.021761050263487205 + ], + [ + "opinion", + 0.021710795408129105 + ], + [ + "aspectbased sentiment analysis", + 0.020476416597280854 + ], + [ + "absa", + 0.020476416597280854 + ], + [ + "analysis", + 0.014535140338590751 + ], + [ + "sentiment classification", + 0.012747087354053815 + ] + ], + "12": [ + [ + "morphological", + 0.05492748005405195 + ], + [ + "inflection", + 0.019514062657520568 + ], + [ + "languages", + 0.014412594591540324 + ], + [ + "morphology", + 0.01441190145248213 + ], + [ + "morphological analysis", + 0.014063667928652 + ], + [ + "lemmatization", + 0.012621623675829124 + ], + [ + "inflected", + 0.01132886690866984 + ], + [ + "morphologically", + 0.01130239101149224 + ], + [ + "lemma", + 0.010427157845274537 + ], + [ + "morphological inflection", + 0.01015750068795485 + ] + ], + "13": [ + [ + "ner", + 0.03394456845348753 + ], + [ + "named entity", + 0.03064224520727185 + ], + [ + "named", + 0.029760422753059537 + ], + [ + "entity recognition", + 0.02927894775867237 + ], + [ + "named entity recognition", + 0.028966595820361322 + ], + [ + "entity", + 0.028843610429919817 + ], + [ + "recognition", + 0.022373960671653686 + ], + [ + "recognition ner", + 0.014554614360625355 + ], + [ + "entity recognition ner", + 0.013998493232859668 + ], + [ + "named entity recognition ner", + 0.013760607698294727 + ] + ], + "14": [ + [ + "multimodal", + 0.045610921368347206 + ], + [ + "image", + 0.037797622278905235 + ], + [ + "visual", + 0.03563217489570402 + ], + [ + "captions", + 0.016172374839899275 + ], + [ + "images", + 0.015328589758082524 + ], + [ + "captioning", + 0.015227112094365742 + ], + [ + "image captioning", + 0.012328100107091235 + ], + [ + "multimodal machine translation", + 0.011066270099560368 + ], + [ + "translation", + 0.011046766675998828 + ], + [ + "multimodal machine", + 0.010939037880140941 + ] + ], + "15": [ + [ + "discourse", + 0.08731381270634368 + ], + [ + "discourse relation", + 0.022452377554788752 + ], + [ + "discourse parsing", + 0.01986241773491157 + ], + [ + "implicit discourse", + 0.01802670566866581 + ], + [ + "discourse relations", + 0.015750090638850366 + ], + [ + "implicit", + 0.015093856245359276 + ], + [ + "rhetorical", + 0.013906072202641201 + ], + [ + "rst", + 0.01329647217551182 + ], + [ + "relations", + 0.013134784409344222 + ], + [ + "segmentation", + 0.01312400094043261 + ] + ], + "16": [ + [ + "chinese", + 0.044937441566480246 + ], + [ + "segmentation", + 0.040890215993621346 + ], + [ + "word segmentation", + 0.03812877739793986 + ], + [ + "chinese word", + 0.03214310446934605 + ], + [ + "chinese word segmentation", + 0.028724540722763328 + ], + [ + "character", + 0.020112764100505828 + ], + [ + "word", + 0.01858174719389333 + ], + [ + "cws", + 0.01672959725409322 + ], + [ + "characters", + 0.013999172733778296 + ], + [ + "segmentation cws", + 0.008363058626171597 + ] + ], + "17": [ + [ + "crosslingual", + 0.03190495888031708 + ], + [ + "bilingual", + 0.025541500661194292 + ], + [ + "embeddings", + 0.02000820402794305 + ], + [ + "crosslingual word", + 0.015747603713249358 + ], + [ + "word embeddings", + 0.015367654964154872 + ], + [ + "spaces", + 0.015281514699371777 + ], + [ + "word", + 0.014720302532021808 + ], + [ + "monolingual", + 0.014475224052103781 + ], + [ + "unsupervised", + 0.013222094791216785 + ], + [ + "languages", + 0.013158679903543814 + ] + ], + "18": [ + [ + "entropy", + 0.02227349090370724 + ], + [ + "law", + 0.020727134445930932 + ], + [ + "languages", + 0.015007430323378883 + ], + [ + "script", + 0.014036535239770796 + ], + [ + "frequency", + 0.013972288865859831 + ], + [ + "word order", + 0.013471749851559012 + ], + [ + "surprisal", + 0.012980571790288933 + ], + [ + "zipfs", + 0.012822574202440032 + ], + [ + "order", + 0.012255073881166355 + ], + [ + "words", + 0.012124755067916047 + ] + ], + "19": [ + [ + "argument", + 0.05439925147710224 + ], + [ + "argumentation", + 0.042080344595847814 + ], + [ + "arguments", + 0.03259254445522011 + ], + [ + "argumentative", + 0.027676195621258847 + ], + [ + "mining", + 0.018855683077210156 + ], + [ + "argument mining", + 0.016314739931339618 + ], + [ + "argumentation mining", + 0.015808422681537156 + ], + [ + "debates", + 0.012114478339367822 + ], + [ + "debate", + 0.011716275734437847 + ], + [ + "claims", + 0.011227268490242227 + ] + ], + "20": [ + [ + "nmt", + 0.026422765644890368 + ], + [ + "neural machine", + 0.023866779138104213 + ], + [ + "neural machine translation", + 0.023468564113898242 + ], + [ + "translation", + 0.023463637314635733 + ], + [ + "machine translation", + 0.019278875206401626 + ], + [ + "attention", + 0.01818863150174234 + ], + [ + "machine", + 0.016844045596014944 + ], + [ + "source", + 0.014656726318203759 + ], + [ + "neural", + 0.01333080808593231 + ], + [ + "neural machine translation nmt", + 0.012171456999235119 + ] + ], + "21": [ + [ + "parsing", + 0.043343341237765134 + ], + [ + "dependency", + 0.04094707420480084 + ], + [ + "dependency parsing", + 0.02997126728505431 + ], + [ + "parser", + 0.02874392328270966 + ], + [ + "transitionbased", + 0.026133162751024487 + ], + [ + "parsers", + 0.020419387444388086 + ], + [ + "constituent", + 0.019357898334092214 + ], + [ + "trees", + 0.013555527398399452 + ], + [ + "constituent parsing", + 0.01256967042412156 + ], + [ + "greedy", + 0.012308685225074271 + ] + ], + "22": [ + [ + "syntactic", + 0.01775820140510599 + ], + [ + "rnns", + 0.017585368830655566 + ], + [ + "grammatical", + 0.014580192550347688 + ], + [ + "language models", + 0.013770561504033527 + ], + [ + "agreement", + 0.013471963504186163 + ], + [ + "networks", + 0.012372494231177542 + ], + [ + "structure", + 0.01179106990443314 + ], + [ + "lstms", + 0.011706635132749913 + ], + [ + "language", + 0.011453782034766822 + ], + [ + "hierarchical", + 0.01113860740357673 + ] + ], + "23": [ + [ + "generation", + 0.03268238476428978 + ], + [ + "datatotext", + 0.0246197501349614 + ], + [ + "text generation", + 0.020678263001023073 + ], + [ + "datatotext generation", + 0.019017881970203977 + ], + [ + "text", + 0.01613091522936825 + ], + [ + "content", + 0.012004406672602497 + ], + [ + "planning", + 0.010594680284035457 + ], + [ + "generated", + 0.009075667767470288 + ], + [ + "repetition", + 0.009055648095742667 + ], + [ + "generated text", + 0.007825672884567177 + ] + ], + "24": [ + [ + "topic", + 0.06255879357368806 + ], + [ + "topics", + 0.0369646789976114 + ], + [ + "topic models", + 0.03422818139439227 + ], + [ + "topic modeling", + 0.019790376226022262 + ], + [ + "lda", + 0.01808780135225816 + ], + [ + "clustering", + 0.01800915538195236 + ], + [ + "topic model", + 0.01336649211661369 + ], + [ + "document", + 0.01326402358756796 + ], + [ + "latent", + 0.010243529237857771 + ], + [ + "dirichlet", + 0.00985637165462441 + ] + ], + "25": [ + [ + "knowledge", + 0.02599195216223051 + ], + [ + "knowledge graph", + 0.022793096317395536 + ], + [ + "entities", + 0.021554063263476836 + ], + [ + "relation", + 0.020502096162084153 + ], + [ + "graph", + 0.01874448252510682 + ], + [ + "knowledge graphs", + 0.01848613088646969 + ], + [ + "kgs", + 0.017179540290437393 + ], + [ + "graphs", + 0.016806911435370147 + ], + [ + "entity", + 0.015568933186273188 + ], + [ + "embedding", + 0.0152224514777154 + ] + ], + "26": [ + [ + "gender", + 0.06412034370647891 + ], + [ + "bias", + 0.05627329971082913 + ], + [ + "gender bias", + 0.03700076351110339 + ], + [ + "biases", + 0.03489617820471753 + ], + [ + "embeddings", + 0.017965780136794878 + ], + [ + "word embeddings", + 0.017021815723263934 + ], + [ + "debiasing", + 0.015373609688186287 + ], + [ + "word", + 0.014054575261346895 + ], + [ + "grammatical gender", + 0.013674099214914212 + ], + [ + "social biases", + 0.01115130529171564 + ] + ], + "27": [ + [ + "story", + 0.07821376692995921 + ], + [ + "stories", + 0.03560083576295294 + ], + [ + "story generation", + 0.02750132986863554 + ], + [ + "narrative", + 0.027146950496647858 + ], + [ + "plot", + 0.019763594679580415 + ], + [ + "narratives", + 0.017342172975271804 + ], + [ + "generation", + 0.016512506325957327 + ], + [ + "storytelling", + 0.01607332897683763 + ], + [ + "ending", + 0.014537252358707916 + ], + [ + "synopses", + 0.010754903727834306 + ] + ], + "28": [ + [ + "dialogue", + 0.03339535033694079 + ], + [ + "dialog", + 0.028012764159568757 + ], + [ + "user", + 0.024693574340605384 + ], + [ + "taskoriented", + 0.02014203123477414 + ], + [ + "agent", + 0.01858384776361218 + ], + [ + "dialogue systems", + 0.017270474344566217 + ], + [ + "taskoriented dialogue", + 0.012983116050025553 + ], + [ + "systems", + 0.012954671836679239 + ], + [ + "simulator", + 0.011309473585210748 + ], + [ + "conversation", + 0.010159610083313076 + ] + ], + "29": [ + [ + "transformer", + 0.033285420509147054 + ], + [ + "attention", + 0.026354460205917786 + ], + [ + "selfattention", + 0.020868065174104913 + ], + [ + "heads", + 0.016219394824650527 + ], + [ + "layers", + 0.013494823878012062 + ], + [ + "multihead", + 0.01242765401974007 + ], + [ + "transformers", + 0.010391925059027288 + ], + [ + "sequence", + 0.008751094162222877 + ], + [ + "layer", + 0.008469968697583118 + ], + [ + "tasks", + 0.008258133483548221 + ] + ], + "30": [ + [ + "srl", + 0.06463018996429973 + ], + [ + "semantic role", + 0.052487121029049406 + ], + [ + "role labeling", + 0.046274876405486456 + ], + [ + "semantic role labeling", + 0.04494919876596609 + ], + [ + "role", + 0.0433291060270254 + ], + [ + "labeling", + 0.03540791990475731 + ], + [ + "semantic", + 0.023993235818437583 + ], + [ + "labeling srl", + 0.01994793298444942 + ], + [ + "role labeling srl", + 0.01994793298444942 + ], + [ + "semantic role labeling srl", + 0.01994793298444942 + ] + ], + "31": [ + [ + "change", + 0.06572514846432055 + ], + [ + "semantic change", + 0.051690881384574075 + ], + [ + "diachronic", + 0.03254232555099303 + ], + [ + "lexical semantic", + 0.02726698927272949 + ], + [ + "semantic", + 0.027114602352521642 + ], + [ + "change detection", + 0.02605650696011674 + ], + [ + "time", + 0.02213433101871011 + ], + [ + "shifts", + 0.02161903249166869 + ], + [ + "changes", + 0.018027029107373596 + ], + [ + "lexical", + 0.016652130916185386 + ] + ], + "32": [ + [ + "sense", + 0.0635309343200104 + ], + [ + "wsd", + 0.04912510566002025 + ], + [ + "disambiguation", + 0.04693717603390424 + ], + [ + "word sense", + 0.046708035152533606 + ], + [ + "sense disambiguation", + 0.045707638726592295 + ], + [ + "word sense disambiguation", + 0.044675555461993026 + ], + [ + "word", + 0.023010544014501564 + ], + [ + "disambiguation wsd", + 0.01821342299940217 + ], + [ + "sense disambiguation wsd", + 0.017380815114888933 + ], + [ + "word sense disambiguation wsd", + 0.017380815114888933 + ] + ], + "33": [ + [ + "paraphrase", + 0.06785642451737242 + ], + [ + "paraphrases", + 0.04127120620653893 + ], + [ + "paraphrase generation", + 0.029183161535841187 + ], + [ + "paraphrasing", + 0.016242403498804535 + ], + [ + "paraphrase identification", + 0.015627445074622104 + ], + [ + "generation", + 0.012229972471305134 + ], + [ + "pairs", + 0.009665564844333539 + ], + [ + "sentence", + 0.009355414857779298 + ], + [ + "identification", + 0.009187215472329579 + ], + [ + "paraphrase corpus", + 0.008747365846529307 + ] + ], + "34": [ + [ + "linking", + 0.055379059813869695 + ], + [ + "entity linking", + 0.049929752864938746 + ], + [ + "entity", + 0.04554924129895931 + ], + [ + "el", + 0.02337467452949959 + ], + [ + "entities", + 0.02262588287452137 + ], + [ + "wikipedia", + 0.01575408045796386 + ], + [ + "mentions", + 0.015529408674493272 + ], + [ + "entity disambiguation", + 0.014753174005130744 + ], + [ + "mention", + 0.011996848593974332 + ], + [ + "disambiguation", + 0.011635949549377814 + ] + ], + "35": [ + [ + "authorship", + 0.05522576636700703 + ], + [ + "attribution", + 0.03554130350634088 + ], + [ + "authorship attribution", + 0.03348918391187194 + ], + [ + "authors", + 0.023137257146151412 + ], + [ + "stylistic", + 0.019779624007799743 + ], + [ + "literary", + 0.019360344436587906 + ], + [ + "texts", + 0.01858368970639421 + ], + [ + "writing", + 0.017707423172732568 + ], + [ + "style", + 0.015842492422443424 + ], + [ + "writing style", + 0.013873378664724758 + ] + ], + "36": [ + [ + "tracking", + 0.053904425530421456 + ], + [ + "state tracking", + 0.052633656418495815 + ], + [ + "dialogue state", + 0.05258680086530135 + ], + [ + "state", + 0.04833188750836171 + ], + [ + "dialogue", + 0.04819829742384354 + ], + [ + "dst", + 0.044264590836252116 + ], + [ + "dialogue state tracking", + 0.04172298798517037 + ], + [ + "slot", + 0.027909417479314996 + ], + [ + "values", + 0.026126031482069354 + ], + [ + "slot values", + 0.01728573446613779 + ] + ], + "37": [ + [ + "nli", + 0.04296402378189177 + ], + [ + "natural language inference", + 0.040524531412126176 + ], + [ + "language inference", + 0.04035697170824072 + ], + [ + "inference", + 0.037825263714093914 + ], + [ + "natural language", + 0.02207646397260787 + ], + [ + "natural", + 0.020852954039164456 + ], + [ + "inference nli", + 0.016390747662759983 + ], + [ + "language inference nli", + 0.016390747662759983 + ], + [ + "natural language inference nli", + 0.016390747662759983 + ], + [ + "nli models", + 0.013560679403455086 + ] + ], + "38": [ + [ + "act", + 0.050118284553497025 + ], + [ + "dialogue act", + 0.030286059937192387 + ], + [ + "dialogue", + 0.028760522693566014 + ], + [ + "dialog act", + 0.027383977563985116 + ], + [ + "dialog", + 0.02430756466442976 + ], + [ + "da", + 0.01943783605103441 + ], + [ + "act classification", + 0.0150560728611252 + ], + [ + "utterances", + 0.014295544059767707 + ], + [ + "acts", + 0.012835379809315867 + ], + [ + "act recognition", + 0.012490281397581052 + ] + ], + "39": [ + [ + "commonsense", + 0.0758394665316054 + ], + [ + "reasoning", + 0.03302974278489284 + ], + [ + "commonsense reasoning", + 0.029705221979486218 + ], + [ + "knowledge", + 0.029286212431067715 + ], + [ + "commonsense knowledge", + 0.024628566630819627 + ], + [ + "physical", + 0.01088465248949774 + ], + [ + "language models", + 0.009528354762814892 + ], + [ + "winograd", + 0.009286181648078923 + ], + [ + "models", + 0.009271811328607492 + ], + [ + "pretrained", + 0.009152074884577761 + ] + ], + "40": [ + [ + "crosslingual", + 0.03826840746847352 + ], + [ + "multilingual", + 0.03171599412109791 + ], + [ + "transfer", + 0.02190256786026115 + ], + [ + "crosslingual transfer", + 0.02068642993276792 + ], + [ + "mbert", + 0.020420056171064276 + ], + [ + "zeroshot", + 0.017972512534046886 + ], + [ + "languages", + 0.016470094270001772 + ], + [ + "zeroshot crosslingual", + 0.014698043569813074 + ], + [ + "multilingual bert", + 0.0135796691219779 + ], + [ + "tasks", + 0.010155981321777627 + ] + ], + "41": [ + [ + "coreference", + 0.08985778516974595 + ], + [ + "resolution", + 0.0658548377268683 + ], + [ + "coreference resolution", + 0.05957685015638288 + ], + [ + "mention", + 0.02130607831511922 + ], + [ + "pronoun", + 0.01938203092625555 + ], + [ + "mentions", + 0.019305866567383582 + ], + [ + "resolvers", + 0.016027747269865097 + ], + [ + "coreference resolvers", + 0.015255221311410319 + ], + [ + "neural coreference", + 0.012400977295275575 + ], + [ + "conll", + 0.010410021826989678 + ] + ], + "42": [ + [ + "legal", + 0.055263784309327255 + ], + [ + "patent", + 0.03309520276533363 + ], + [ + "court", + 0.02548426158001638 + ], + [ + "case", + 0.016218467971161204 + ], + [ + "legal domain", + 0.015363842497409264 + ], + [ + "law", + 0.014933224410282619 + ], + [ + "cases", + 0.013580178424857299 + ], + [ + "documents", + 0.01183367018566283 + ], + [ + "police", + 0.01052575635386994 + ], + [ + "judgment", + 0.010409718595994249 + ] + ], + "43": [ + [ + "dialect", + 0.04262059869634033 + ], + [ + "identification", + 0.04065355274281144 + ], + [ + "language identification", + 0.03191111353812862 + ], + [ + "dialect identification", + 0.030038107163474673 + ], + [ + "arabic", + 0.02731369545919303 + ], + [ + "dialects", + 0.021268497966533056 + ], + [ + "dialectal", + 0.015270697483313358 + ], + [ + "discriminating", + 0.01520845839555377 + ], + [ + "similar languages", + 0.013517003098253495 + ], + [ + "shared", + 0.01317474977695534 + ] + ], + "44": [ + [ + "amr", + 0.08574487386458567 + ], + [ + "amr parsing", + 0.03643884257782951 + ], + [ + "parsing", + 0.03417466886450894 + ], + [ + "meaning representation", + 0.02889814334822122 + ], + [ + "meaning", + 0.024880665280803477 + ], + [ + "parser", + 0.024539333316329376 + ], + [ + "abstract meaning", + 0.023992693915038693 + ], + [ + "abstract meaning representation", + 0.019361600604214747 + ], + [ + "abstract", + 0.01792786813643774 + ], + [ + "graphs", + 0.016477504935271108 + ] + ], + "45": [ + [ + "adversarial", + 0.07157764503467165 + ], + [ + "adversarial examples", + 0.035998944220523105 + ], + [ + "attacks", + 0.033406280021918235 + ], + [ + "attack", + 0.026927383575198582 + ], + [ + "examples", + 0.025907760227915782 + ], + [ + "adversarial attacks", + 0.02259042426080327 + ], + [ + "perturbations", + 0.01796751984042931 + ], + [ + "robustness", + 0.01740103759323324 + ], + [ + "adversarial training", + 0.016295315867369962 + ], + [ + "models", + 0.009996040600910498 + ] + ], + "46": [ + [ + "health", + 0.04332935269144888 + ], + [ + "mental", + 0.028677636662765665 + ], + [ + "mental health", + 0.025700336538437698 + ], + [ + "social media", + 0.02562275090951534 + ], + [ + "media", + 0.02459641123852541 + ], + [ + "social", + 0.02442835390428225 + ], + [ + "depression", + 0.021436657536364978 + ], + [ + "users", + 0.01937727194643859 + ], + [ + "tweets", + 0.016630556659404848 + ], + [ + "posts", + 0.01638169393428894 + ] + ], + "47": [ + [ + "offensive", + 0.060472425683958046 + ], + [ + "offensive language", + 0.04232981293046486 + ], + [ + "subtask", + 0.025029783481563716 + ], + [ + "offensive language identification", + 0.02101340916313839 + ], + [ + "hostile", + 0.020997187459217442 + ], + [ + "task 12", + 0.01871282770450007 + ], + [ + "semeval2020 task 12", + 0.018538511708639294 + ], + [ + "offenseval", + 0.01770287540036347 + ], + [ + "task", + 0.016181546840749652 + ], + [ + "offense", + 0.01600480926283017 + ] + ], + "48": [ + [ + "semantic parsing", + 0.0472131875345191 + ], + [ + "parsing", + 0.029322295317476668 + ], + [ + "semantic", + 0.026801544734488317 + ], + [ + "compositional generalization", + 0.01978362492832554 + ], + [ + "logical", + 0.018622488282246854 + ], + [ + "logical forms", + 0.017839941326380414 + ], + [ + "compositional", + 0.01747258560750603 + ], + [ + "parser", + 0.01650716417176037 + ], + [ + "generalization", + 0.016191631858636955 + ], + [ + "utterances", + 0.01618200968293764 + ] + ], + "49": [ + [ + "recurrent", + 0.023258050373742442 + ], + [ + "language modeling", + 0.022446020799058088 + ], + [ + "rnn", + 0.017897564831613613 + ], + [ + "lstm", + 0.01722369347222366 + ], + [ + "modeling", + 0.016795192147604877 + ], + [ + "recurrent neural", + 0.016571772916463487 + ], + [ + "memory", + 0.015137747880808784 + ], + [ + "language models", + 0.013593839950571958 + ], + [ + "perplexity", + 0.012616014719736739 + ], + [ + "language", + 0.01202251394039802 + ] + ], + "50": [ + [ + "sql", + 0.05365374895437577 + ], + [ + "texttosql", + 0.040264065493509374 + ], + [ + "database", + 0.025978382978446294 + ], + [ + "queries", + 0.02083472772342782 + ], + [ + "query", + 0.019571358499410905 + ], + [ + "wikisql", + 0.01919256627801313 + ], + [ + "schema", + 0.01837394144234328 + ], + [ + "databases", + 0.016060403736508754 + ], + [ + "spider", + 0.016034277216496806 + ], + [ + "sql query", + 0.015278081432738124 + ] + ], + "51": [ + [ + "indian", + 0.03753735413127766 + ], + [ + "smt", + 0.03342765465697235 + ], + [ + "translation", + 0.032041278874811285 + ], + [ + "machine translation", + 0.031257042316859274 + ], + [ + "machine", + 0.028000805477923447 + ], + [ + "statistical machine translation", + 0.026094303677007415 + ], + [ + "statistical machine", + 0.025891481944123114 + ], + [ + "indian languages", + 0.023912035649520165 + ], + [ + "statistical", + 0.021405662811295405 + ], + [ + "hindi", + 0.019989136710454457 + ] + ], + "52": [ + [ + "style", + 0.09913077154361793 + ], + [ + "style transfer", + 0.08257704639495894 + ], + [ + "transfer", + 0.05999163981990208 + ], + [ + "text style", + 0.028444592244284587 + ], + [ + "text style transfer", + 0.02749950738495209 + ], + [ + "content", + 0.022275106453329432 + ], + [ + "attribute", + 0.016046764390429555 + ], + [ + "preservation", + 0.014336423787273903 + ], + [ + "styles", + 0.013733548698934183 + ], + [ + "formality", + 0.013016321224826195 + ] + ], + "53": [ + [ + "poetry", + 0.06515042026037386 + ], + [ + "poems", + 0.048982461895309255 + ], + [ + "lyrics", + 0.028354875083465538 + ], + [ + "music", + 0.02734473681180035 + ], + [ + "verse", + 0.018253980778110614 + ], + [ + "song", + 0.016896480526845323 + ], + [ + "poem", + 0.016177734669040638 + ], + [ + "classical", + 0.015292795472178131 + ], + [ + "poetic", + 0.014203702859525845 + ], + [ + "rap", + 0.014044029130382208 + ] + ], + "54": [ + [ + "codeswitching", + 0.05803513917952147 + ], + [ + "cs", + 0.035482864529845726 + ], + [ + "codeswitched", + 0.03200468677208918 + ], + [ + "codemixed", + 0.02272948889004401 + ], + [ + "monolingual", + 0.015562031414029188 + ], + [ + "codeswitched text", + 0.014355955001803845 + ], + [ + "language identification", + 0.013670890142287099 + ], + [ + "data", + 0.013015836155647957 + ], + [ + "codeswitching data", + 0.01228545591751998 + ], + [ + "hindienglish", + 0.012177994655088875 + ] + ], + "55": [ + [ + "sentiment", + 0.0450829043657546 + ], + [ + "polarity", + 0.034347477573859767 + ], + [ + "sentiment analysis", + 0.029622594988215286 + ], + [ + "analysis", + 0.020600058922880037 + ], + [ + "prior polarity", + 0.017657972525206147 + ], + [ + "lexicons", + 0.014680306105866488 + ], + [ + "sentiwordnet", + 0.014413507749522748 + ], + [ + "opinion", + 0.012935546812914173 + ], + [ + "lexicon", + 0.012801211585572117 + ], + [ + "opinions", + 0.012276355462900986 + ] + ], + "56": [ + [ + "sarcasm", + 0.10490766085890921 + ], + [ + "sarcasm detection", + 0.05162848023705182 + ], + [ + "sarcastic", + 0.035619582518887444 + ], + [ + "detection", + 0.027358466839866237 + ], + [ + "irony", + 0.02430504808150917 + ], + [ + "tweets", + 0.014478066777115932 + ], + [ + "irony detection", + 0.012400536083053911 + ], + [ + "features", + 0.009937859818034977 + ], + [ + "sentiment", + 0.009738449237836502 + ], + [ + "social media", + 0.008869292171272317 + ] + ], + "57": [ + [ + "gec", + 0.07918991074261962 + ], + [ + "grammatical error", + 0.06313270607210342 + ], + [ + "grammatical error correction", + 0.05875311349628262 + ], + [ + "error correction", + 0.05424893140004571 + ], + [ + "correction", + 0.05379070656533806 + ], + [ + "grammatical", + 0.05026530948787845 + ], + [ + "error", + 0.04408837633993071 + ], + [ + "error correction gec", + 0.028465879795334274 + ], + [ + "correction gec", + 0.028465879795334274 + ], + [ + "grammatical error correction gec", + 0.027706060371810216 + ] + ], + "58": [ + [ + "intent", + 0.0735187809072197 + ], + [ + "intent detection", + 0.03625249714015218 + ], + [ + "slot", + 0.028768843245030547 + ], + [ + "slot filling", + 0.026196720460028855 + ], + [ + "filling", + 0.025389750413327337 + ], + [ + "intent classification", + 0.02512189127887718 + ], + [ + "language understanding", + 0.017857294851046614 + ], + [ + "slu", + 0.017082092751350593 + ], + [ + "spoken language understanding", + 0.016923410678040998 + ], + [ + "spoken language", + 0.016897093643598916 + ] + ], + "59": [ + [ + "temporal", + 0.1155363313810564 + ], + [ + "events", + 0.03447146783253616 + ], + [ + "temporal relations", + 0.029555213102114293 + ], + [ + "expressions", + 0.024794997654210445 + ], + [ + "temporal relation", + 0.021737956420391474 + ], + [ + "temporal expressions", + 0.021308995024919637 + ], + [ + "event", + 0.020610322273418757 + ], + [ + "temporal information", + 0.02038178651860343 + ], + [ + "time expressions", + 0.017114270190938967 + ], + [ + "relations", + 0.017042554376345997 + ] + ], + "60": [ + [ + "adaptation", + 0.04327485602435127 + ], + [ + "domain", + 0.04169382443973617 + ], + [ + "domain adaptation", + 0.039367699366034355 + ], + [ + "indomain", + 0.026574405172780327 + ], + [ + "translation", + 0.021464127486352142 + ], + [ + "neural machine translation", + 0.02075399225067207 + ], + [ + "neural machine", + 0.020626461225187756 + ], + [ + "domains", + 0.020151942862762427 + ], + [ + "machine translation", + 0.019113054928542917 + ], + [ + "adaptation neural machine translation", + 0.018084494847252906 + ] + ], + "61": [ + [ + "stance", + 0.10748008675837727 + ], + [ + "stance detection", + 0.06767120765895374 + ], + [ + "detection", + 0.03101737816974798 + ], + [ + "tweets", + 0.023101689209473454 + ], + [ + "veracity", + 0.020072954732182305 + ], + [ + "news", + 0.01796376427783738 + ], + [ + "fake news", + 0.01673745988812879 + ], + [ + "fake", + 0.016458984041470514 + ], + [ + "stance classification", + 0.016318996871867282 + ], + [ + "rumor", + 0.013525546163727916 + ] + ], + "62": [ + [ + "codemixed", + 0.06168647750335876 + ], + [ + "sentiment", + 0.04045496651389861 + ], + [ + "sentiment analysis", + 0.039606388064974817 + ], + [ + "analysis", + 0.025060692589672452 + ], + [ + "semeval2020", + 0.021941530748194573 + ], + [ + "social media", + 0.019944239801619246 + ], + [ + "media", + 0.01886380803672036 + ], + [ + "social", + 0.018527330129495104 + ], + [ + "codemixing", + 0.017526917551796518 + ], + [ + "semeval2020 task", + 0.017036463817684817 + ] + ], + "63": [ + [ + "keyphrase", + 0.0886235637495964 + ], + [ + "keyphrases", + 0.0645341415904283 + ], + [ + "keyphrase extraction", + 0.043994185055479904 + ], + [ + "keyphrase generation", + 0.03776045481737324 + ], + [ + "extraction", + 0.019941134045764863 + ], + [ + "document", + 0.015781742654468935 + ], + [ + "generation", + 0.013360106927444923 + ], + [ + "documents", + 0.010588627949323371 + ], + [ + "keywords", + 0.009840604618826652 + ], + [ + "keyword", + 0.009463362649497943 + ] + ], + "64": [ + [ + "nmt", + 0.0264284478129344 + ], + [ + "subword", + 0.025753151908469645 + ], + [ + "translation", + 0.02416202307091355 + ], + [ + "vocabulary", + 0.024034972343485023 + ], + [ + "neural machine translation", + 0.018146317591257694 + ], + [ + "neural machine", + 0.018034810442983502 + ], + [ + "machine translation", + 0.015964311673894154 + ], + [ + "bpe", + 0.015093698663873893 + ], + [ + "segmentation", + 0.014053894669674959 + ], + [ + "translation nmt", + 0.013760840634380354 + ] + ], + "65": [ + [ + "calculus", + 0.08126776003459114 + ], + [ + "logic", + 0.039602094439712306 + ], + [ + "semantics", + 0.03888276763406875 + ], + [ + "proof", + 0.03154536864502003 + ], + [ + "typelogical", + 0.029781120411788462 + ], + [ + "type", + 0.027168877337083418 + ], + [ + "lambek", + 0.026018856334122445 + ], + [ + "grammars", + 0.02558788034751929 + ], + [ + "lambek calculus", + 0.02213558724860739 + ], + [ + "theory", + 0.020163523543686914 + ] + ], + "66": [ + [ + "simplification", + 0.1001681634426817 + ], + [ + "text simplification", + 0.038703215353552436 + ], + [ + "sentence simplification", + 0.03476211442949256 + ], + [ + "sentence", + 0.021350222782078713 + ], + [ + "ts", + 0.020237829649795883 + ], + [ + "simplified", + 0.018828591253079563 + ], + [ + "splitting", + 0.01732151688641869 + ], + [ + "lexical simplification", + 0.014002789107948152 + ], + [ + "paraphrasing", + 0.013224259628185188 + ], + [ + "text", + 0.012564327671249936 + ] + ], + "67": [ + [ + "annotation", + 0.03377342539049205 + ], + [ + "xml", + 0.028077161433982107 + ], + [ + "formats", + 0.02689985759572743 + ], + [ + "tei", + 0.026262114883067466 + ], + [ + "standards", + 0.02495608341348152 + ], + [ + "annotations", + 0.020593762240041637 + ], + [ + "tools", + 0.020209920896847464 + ], + [ + "iso", + 0.017622796695907307 + ], + [ + "linguistic", + 0.01678093350336117 + ], + [ + "language resource", + 0.016161301466503058 + ] + ], + "68": [ + [ + "correction", + 0.0586672523533821 + ], + [ + "spelling", + 0.05517742039807686 + ], + [ + "ocr", + 0.041597561044006824 + ], + [ + "spelling correction", + 0.03132941974362434 + ], + [ + "errors", + 0.03030520551277892 + ], + [ + "error", + 0.02674769018401012 + ], + [ + "error correction", + 0.023829226800255728 + ], + [ + "misspellings", + 0.0195873524774414 + ], + [ + "spell", + 0.015292320024754284 + ], + [ + "spelling errors", + 0.01469806495907656 + ] + ], + "69": [ + [ + "sentiment", + 0.05589295621668193 + ], + [ + "sentiment classification", + 0.026351098367629906 + ], + [ + "sentiment analysis", + 0.020533707277494356 + ], + [ + "classification", + 0.01606672032707884 + ], + [ + "analysis", + 0.014234288476165056 + ], + [ + "polarity", + 0.013634149613432229 + ], + [ + "negation", + 0.013379889954911918 + ], + [ + "food", + 0.011419193670537297 + ], + [ + "sentencelevel sentiment", + 0.009482077827013897 + ], + [ + "safety", + 0.008963398306540839 + ] + ], + "70": [ + [ + "complexity", + 0.04500115761534744 + ], + [ + "readability", + 0.03886389755518225 + ], + [ + "lexical complexity", + 0.026231618220661657 + ], + [ + "assessment", + 0.02474556830424519 + ], + [ + "readability assessment", + 0.022754748338054506 + ], + [ + "texts", + 0.020116246045462312 + ], + [ + "word identification", + 0.01919009350124745 + ], + [ + "lexical", + 0.01897327581410354 + ], + [ + "complex word identification", + 0.018558739800418892 + ], + [ + "complex word", + 0.017878730837042826 + ] + ], + "71": [ + [ + "postediting", + 0.0623692460413567 + ], + [ + "ape", + 0.053696755262253794 + ], + [ + "automatic postediting", + 0.037520216915449496 + ], + [ + "mt", + 0.024246250482906347 + ], + [ + "translation", + 0.021383631418273593 + ], + [ + "machine translation", + 0.017893676619824668 + ], + [ + "machine", + 0.01696252183409206 + ], + [ + "automatic", + 0.015175847922429571 + ], + [ + "automatic postediting ape", + 0.014974073726999118 + ], + [ + "src", + 0.014974073726999118 + ] + ], + "72": [ + [ + "gender", + 0.08529865786248034 + ], + [ + "gender bias", + 0.0378894314294624 + ], + [ + "bias", + 0.03395555871964521 + ], + [ + "translation", + 0.02165815440803088 + ], + [ + "pronouns", + 0.020877995514980298 + ], + [ + "gendered", + 0.016515511420552895 + ], + [ + "coreference", + 0.014954136223763107 + ], + [ + "machine translation", + 0.01448292446710992 + ], + [ + "grammatical gender", + 0.012164349320069465 + ], + [ + "machine", + 0.012013101709061015 + ] + ], + "73": [ + [ + "tagger", + 0.04159986925486404 + ], + [ + "tagging", + 0.04007046863713917 + ], + [ + "taggers", + 0.035465030709409935 + ], + [ + "pos", + 0.03483132441964724 + ], + [ + "partofspeech", + 0.029858420112593962 + ], + [ + "tags", + 0.025501349428911968 + ], + [ + "partofspeech tagging", + 0.01750113022837364 + ], + [ + "pos tagging", + 0.017313357987633688 + ], + [ + "unknown words", + 0.014407984099757099 + ], + [ + "tagged corpus", + 0.012986907407603441 + ] + ], + "74": [ + [ + "meeting", + 0.054715530180928104 + ], + [ + "summarization", + 0.049631426771848786 + ], + [ + "podcast", + 0.043959820936175766 + ], + [ + "abstractive", + 0.033293426421405314 + ], + [ + "summaries", + 0.02786867509348357 + ], + [ + "meetings", + 0.027517962491261854 + ], + [ + "meeting summarization", + 0.025589768911384835 + ], + [ + "dialogue summarization", + 0.02465371470819421 + ], + [ + "transcripts", + 0.020941858691619134 + ], + [ + "utterances", + 0.019714161706265693 + ] + ], + "75": [ + [ + "domain", + 0.05167315908443323 + ], + [ + "domain adaptation", + 0.03439503649394505 + ], + [ + "adaptation", + 0.030204571279508863 + ], + [ + "domains", + 0.023778565923496194 + ], + [ + "target domain", + 0.020330231510588468 + ], + [ + "crossdomain", + 0.019883659418309278 + ], + [ + "unsupervised domain adaptation", + 0.018088701261596264 + ], + [ + "unsupervised domain", + 0.017789784675461984 + ], + [ + "target", + 0.014981430419506279 + ], + [ + "crossdomain sentiment", + 0.013846558622808354 + ] + ], + "76": [ + [ + "documentlevel", + 0.046707752730634385 + ], + [ + "context", + 0.03286087166990935 + ], + [ + "translation", + 0.024536826448426537 + ], + [ + "nmt", + 0.023526556233483535 + ], + [ + "neural machine", + 0.021667413408822972 + ], + [ + "neural machine translation", + 0.02134718509380434 + ], + [ + "machine translation", + 0.017969020714946892 + ], + [ + "documentlevel context", + 0.017083623458170303 + ], + [ + "contextaware", + 0.016317869416816067 + ], + [ + "machine", + 0.015170857406217274 + ] + ], + "77": [ + [ + "text classification", + 0.0306182893390755 + ], + [ + "classification", + 0.026059854187146462 + ], + [ + "convolutional", + 0.023976885787930613 + ], + [ + "networks", + 0.017766008456124388 + ], + [ + "convolutional neural", + 0.017568095247745972 + ], + [ + "text", + 0.015555639724801387 + ], + [ + "neural network", + 0.01455631095861696 + ], + [ + "convolution", + 0.0134903463971022 + ], + [ + "routing", + 0.013121377183004792 + ], + [ + "network", + 0.013111166219670135 + ] + ], + "78": [ + [ + "news", + 0.09592646066133087 + ], + [ + "fake", + 0.08213954905529339 + ], + [ + "fake news", + 0.07983473433423545 + ], + [ + "clickbait", + 0.04070018173594364 + ], + [ + "satirical", + 0.028937691839380535 + ], + [ + "news detection", + 0.02477353611165166 + ], + [ + "fake news detection", + 0.01936468024408513 + ], + [ + "detection", + 0.01903688000465579 + ], + [ + "unreliable", + 0.017310121929465672 + ], + [ + "clickbait detection", + 0.015963549964466018 + ] + ], + "79": [ + [ + "grammars", + 0.09346553786862365 + ], + [ + "grammar", + 0.0648756524129726 + ], + [ + "stochastic", + 0.037536633093617607 + ], + [ + "contextfree", + 0.03670882078397701 + ], + [ + "contextfree grammars", + 0.03007445716352312 + ], + [ + "minimalist", + 0.02756825239989619 + ], + [ + "probabilistic", + 0.02691466275967521 + ], + [ + "minimalist grammars", + 0.024132356770996663 + ], + [ + "em", + 0.019136206124796756 + ], + [ + "estimation", + 0.018021539168410313 + ] + ], + "80": [ + [ + "ontology", + 0.04799572408334365 + ], + [ + "rogets", + 0.02659190192373029 + ], + [ + "thesaurus", + 0.025419612657645686 + ], + [ + "wordnet", + 0.0240368068143436 + ], + [ + "concepts", + 0.022123848662906054 + ], + [ + "quran", + 0.02119124295518372 + ], + [ + "taxonomy", + 0.02095710573772683 + ], + [ + "rogets thesaurus", + 0.016961938658679603 + ], + [ + "concept", + 0.016474453374780516 + ], + [ + "ontologies", + 0.016179009621502063 + ] + ], + "81": [ + [ + "vietnamese", + 0.037280682331608875 + ], + [ + "ner", + 0.023872196506286084 + ], + [ + "named entity recognition", + 0.020371337714584638 + ], + [ + "entity recognition", + 0.02033679551689916 + ], + [ + "named entity", + 0.0190869406056255 + ], + [ + "named", + 0.017619316542733937 + ], + [ + "tagging", + 0.017263071082417973 + ], + [ + "recognition", + 0.01480437453747273 + ], + [ + "vlsp", + 0.014722489580310066 + ], + [ + "sequence", + 0.014054304572096514 + ] + ], + "82": [ + [ + "claim", + 0.06678617861911093 + ], + [ + "verification", + 0.05250030180438507 + ], + [ + "evidence", + 0.04813769777256584 + ], + [ + "claims", + 0.04489249374329656 + ], + [ + "fever", + 0.03859058456277868 + ], + [ + "fact", + 0.03746160335959945 + ], + [ + "factchecking", + 0.03168745209500593 + ], + [ + "claim verification", + 0.024405537577338293 + ], + [ + "fact extraction", + 0.024405537577338293 + ], + [ + "fact checking", + 0.01823814230172771 + ] + ], + "83": [ + [ + "metrics", + 0.04583254786693342 + ], + [ + "nlg", + 0.04132932173198202 + ], + [ + "language generation", + 0.027440313375321983 + ], + [ + "evaluation", + 0.026311535599086656 + ], + [ + "natural language generation", + 0.0254149810209326 + ], + [ + "human", + 0.024203967686347583 + ], + [ + "human evaluation", + 0.019774961609119172 + ], + [ + "generation", + 0.018852011166751406 + ], + [ + "evaluation metrics", + 0.017645588963334444 + ], + [ + "metric", + 0.01741245674757914 + ] + ], + "84": [ + [ + "responses", + 0.04270842278426887 + ], + [ + "response", + 0.04138529377742341 + ], + [ + "response generation", + 0.0262519479066767 + ], + [ + "adversarial", + 0.02382773107222919 + ], + [ + "generation", + 0.023448280480331655 + ], + [ + "dialogue", + 0.02242137897610106 + ], + [ + "diverse", + 0.014838928043979365 + ], + [ + "generative", + 0.013979336823825508 + ], + [ + "adversarial learning", + 0.013809970342495844 + ], + [ + "diverse responses", + 0.01293618691838056 + ] + ], + "85": [ + [ + "robustness", + 0.033299775624200424 + ], + [ + "nmt", + 0.028913388530637563 + ], + [ + "translation", + 0.028264179808763876 + ], + [ + "neural machine", + 0.02602941856696241 + ], + [ + "neural machine translation", + 0.025620999899818486 + ], + [ + "machine translation", + 0.02332948646618913 + ], + [ + "nmt models", + 0.02058200275128361 + ], + [ + "machine", + 0.019684667597541734 + ], + [ + "noise", + 0.018742900080462362 + ], + [ + "machine translation nmt", + 0.014998328980307167 + ] + ], + "86": [ + [ + "revision", + 0.03204484923893966 + ], + [ + "editing", + 0.024162619247412344 + ], + [ + "seq2seq", + 0.021584430080712584 + ], + [ + "revisions", + 0.019983239602374723 + ], + [ + "rewriting", + 0.01885649178894431 + ], + [ + "sentence", + 0.017857316910147355 + ], + [ + "writing", + 0.01658936931413854 + ], + [ + "edit", + 0.014464557712045209 + ], + [ + "text", + 0.013475396629614998 + ], + [ + "text editing", + 0.013420404892219906 + ] + ], + "87": [ + [ + "phonological", + 0.06274590939746183 + ], + [ + "phonology", + 0.048319140428040516 + ], + [ + "finitestate", + 0.04261041486819876 + ], + [ + "reduplication", + 0.032091694470597926 + ], + [ + "prosody", + 0.03159116903592899 + ], + [ + "prosodic", + 0.03028483081291608 + ], + [ + "morphology", + 0.0285493750970632 + ], + [ + "vowel", + 0.02734539434170737 + ], + [ + "computational", + 0.02344946098614528 + ], + [ + "vowels", + 0.020558255898625394 + ] + ], + "88": [ + [ + "geolocation", + 0.04072124325679847 + ], + [ + "location", + 0.03672239683177152 + ], + [ + "geographic", + 0.029369147513677713 + ], + [ + "twitter", + 0.02388255613114341 + ], + [ + "names", + 0.014023290435503561 + ], + [ + "social", + 0.012335544781878701 + ], + [ + "place", + 0.012298575561591887 + ], + [ + "tweet", + 0.011850763281887285 + ], + [ + "usage", + 0.0116937116427118 + ], + [ + "media", + 0.011689796151787658 + ] + ], + "89": [ + [ + "event", + 0.10452093863115323 + ], + [ + "event extraction", + 0.052286284376503955 + ], + [ + "extraction", + 0.030776052428414087 + ], + [ + "event types", + 0.029944555092456873 + ], + [ + "argument", + 0.020408970090662275 + ], + [ + "events", + 0.019635000053777663 + ], + [ + "types", + 0.01929127165001177 + ], + [ + "event detection", + 0.017414244499234878 + ], + [ + "argument extraction", + 0.017003049069269922 + ], + [ + "trigger", + 0.015638831659835605 + ] + ], + "90": [ + [ + "mt", + 0.026628156563448132 + ], + [ + "human", + 0.023492383734195512 + ], + [ + "translation", + 0.021826602533612096 + ], + [ + "evaluation", + 0.01804076597367968 + ], + [ + "parity", + 0.016052562334084162 + ], + [ + "quality", + 0.015571080529077207 + ], + [ + "human parity", + 0.015172021307779403 + ], + [ + "test", + 0.014511682482107886 + ], + [ + "test suite", + 0.014447306100675747 + ], + [ + "translations", + 0.013872239468294342 + ] + ], + "91": [ + [ + "arabic", + 0.05571516126035585 + ], + [ + "sentiment", + 0.03645260705607805 + ], + [ + "sentiment analysis", + 0.03254429029016119 + ], + [ + "arabic sentiment", + 0.027935696579196465 + ], + [ + "arabic sentiment analysis", + 0.022991258826432704 + ], + [ + "analysis", + 0.019779809663119673 + ], + [ + "reviews", + 0.017818564200739434 + ], + [ + "msa", + 0.01471861907326414 + ], + [ + "feature selection", + 0.014328902425170915 + ], + [ + "arabic language", + 0.012401315883948502 + ] + ], + "92": [ + [ + "emoji", + 0.12382425017803256 + ], + [ + "emojis", + 0.0820620667600652 + ], + [ + "emoji prediction", + 0.034311685822682 + ], + [ + "emoticons", + 0.018099726561959968 + ], + [ + "sentiment", + 0.016387582102782038 + ], + [ + "prediction", + 0.015609331262606536 + ], + [ + "message", + 0.012710868500995199 + ], + [ + "social", + 0.012670930292796916 + ], + [ + "social media", + 0.012060597661166753 + ], + [ + "tweets", + 0.011517184115592426 + ] + ], + "93": [ + [ + "constituency", + 0.034585297874614875 + ], + [ + "latent tree", + 0.03367757858271541 + ], + [ + "parsing", + 0.032439856543251516 + ], + [ + "constituency parsing", + 0.030021220002291932 + ], + [ + "tree learning", + 0.02961390468797157 + ], + [ + "latent tree learning", + 0.02961390468797157 + ], + [ + "tree", + 0.026594819759098342 + ], + [ + "parse", + 0.019018092089382956 + ], + [ + "latent", + 0.017108163743080263 + ], + [ + "trees", + 0.016948585517223395 + ] + ], + "94": [ + [ + "spatial", + 0.03990560773942088 + ], + [ + "instructions", + 0.03665376846489044 + ], + [ + "3d", + 0.02699737919455707 + ], + [ + "environment", + 0.023315234244048688 + ], + [ + "robot", + 0.022766778947821663 + ], + [ + "simulations", + 0.021856170607636713 + ], + [ + "navigation", + 0.02118877470813519 + ], + [ + "commands", + 0.02077131178603145 + ], + [ + "motion", + 0.018621728859097488 + ], + [ + "robotic", + 0.01836272154296296 + ] + ], + "95": [ + [ + "persona", + 0.051024188523217794 + ], + [ + "responses", + 0.03210698809665651 + ], + [ + "personality", + 0.026226241980092088 + ], + [ + "traits", + 0.024653403638549492 + ], + [ + "consistency", + 0.022397263274969628 + ], + [ + "dialogue", + 0.022073295215065323 + ], + [ + "dialogue generation", + 0.018982147108863354 + ], + [ + "conversations", + 0.018589663747323876 + ], + [ + "personality traits", + 0.018245247482795133 + ], + [ + "style", + 0.016394538580288186 + ] + ], + "96": [ + [ + "matching", + 0.05454947697487304 + ], + [ + "response", + 0.049666896968772564 + ], + [ + "retrievalbased", + 0.03980087503119021 + ], + [ + "chatbots", + 0.03669393113715287 + ], + [ + "multiturn", + 0.035645703267150414 + ], + [ + "response selection", + 0.032154863629479766 + ], + [ + "selection", + 0.0288422639128989 + ], + [ + "multiturn response", + 0.025132394061229895 + ], + [ + "selection retrievalbased", + 0.023788502322877148 + ], + [ + "multiturn response selection", + 0.0224922849988572 + ] + ], + "97": [ + [ + "entity", + 0.05650159271635525 + ], + [ + "entity typing", + 0.052847959798277486 + ], + [ + "typing", + 0.051410287430282066 + ], + [ + "finegrained entity", + 0.04130901282796564 + ], + [ + "type", + 0.03692844230969629 + ], + [ + "finegrained", + 0.03651792149995446 + ], + [ + "types", + 0.026244609123862166 + ], + [ + "finegrained entity typing", + 0.025342397080627906 + ], + [ + "hyperbolic", + 0.02386226131090447 + ], + [ + "entity type", + 0.021876158218559975 + ] + ], + "98": [ + [ + "math", + 0.06890678328374665 + ], + [ + "word problems", + 0.05434176326545602 + ], + [ + "math word", + 0.04911548511859693 + ], + [ + "word problem", + 0.046021449050341806 + ], + [ + "problems", + 0.041484765230510506 + ], + [ + "solving", + 0.040663220781583465 + ], + [ + "mathematical", + 0.03826590876231208 + ], + [ + "math word problems", + 0.03337551683788469 + ], + [ + "arithmetic", + 0.02717379884543345 + ], + [ + "arithmetic word", + 0.026228119653799776 + ] + ], + "99": [ + [ + "bert", + 0.03849181744697536 + ], + [ + "multilingual", + 0.03264462812388209 + ], + [ + "multilingual bert", + 0.03051347178653308 + ], + [ + "bert model", + 0.021741040614108007 + ], + [ + "multilingual models", + 0.017038770337543776 + ], + [ + "bert models", + 0.014660184243859758 + ], + [ + "estonian", + 0.014479422798280277 + ], + [ + "monolingual", + 0.014439957990284639 + ], + [ + "languages", + 0.014298641107854062 + ], + [ + "tasks", + 0.01291503432392444 + ] + ], + "100": [ + [ + "financial", + 0.07910491278051383 + ], + [ + "stock", + 0.05292169174139152 + ], + [ + "market", + 0.03516229219023503 + ], + [ + "news", + 0.0316877997033224 + ], + [ + "price", + 0.030466713477460914 + ], + [ + "news headlines", + 0.019495557403660876 + ], + [ + "analysts", + 0.018635156512500826 + ], + [ + "headlines", + 0.01862828536998573 + ], + [ + "stock market", + 0.01727451889212205 + ], + [ + "movement", + 0.01686502355019482 + ] + ], + "101": [ + [ + "video", + 0.05995278194114789 + ], + [ + "multimodal", + 0.04545224658212093 + ], + [ + "sceneaware", + 0.03254327536556505 + ], + [ + "dialog", + 0.030714189565455866 + ], + [ + "visual", + 0.02982102448673149 + ], + [ + "sceneaware dialog", + 0.025883756127449333 + ], + [ + "videos", + 0.023776434131681238 + ], + [ + "audio", + 0.021793378854725355 + ], + [ + "audio visual", + 0.019910581636499485 + ], + [ + "modalities", + 0.01949365914030397 + ] + ], + "102": [ + [ + "sense", + 0.06330127238218197 + ], + [ + "multisense", + 0.04178520889668056 + ], + [ + "senses", + 0.041276798534312764 + ], + [ + "word sense", + 0.035346427423896 + ], + [ + "word", + 0.03327104884032262 + ], + [ + "sense embeddings", + 0.025533774409526058 + ], + [ + "wsi", + 0.024969335853219872 + ], + [ + "embeddings", + 0.02384991083422935 + ], + [ + "word sense induction", + 0.018238410292518614 + ], + [ + "polysemous", + 0.018126452885740062 + ] + ], + "103": [ + [ + "game", + 0.052223879281807675 + ], + [ + "games", + 0.04674201617267761 + ], + [ + "agents", + 0.035653142501068845 + ], + [ + "communication", + 0.027384270341535344 + ], + [ + "pragmatic", + 0.026451567495625525 + ], + [ + "symbol", + 0.025036080573241803 + ], + [ + "emergence", + 0.024536461111495145 + ], + [ + "agent", + 0.02163654818462895 + ], + [ + "emergent", + 0.020119154934238947 + ], + [ + "listener", + 0.01798280186920285 + ] + ], + "104": [ + [ + "graph", + 0.0540553397639503 + ], + [ + "amrtotext", + 0.03812525423915173 + ], + [ + "amrtotext generation", + 0.03761208508039451 + ], + [ + "amr", + 0.026143052403295848 + ], + [ + "graphs", + 0.025553814508348545 + ], + [ + "generation", + 0.02440504259860876 + ], + [ + "node", + 0.02018895696153464 + ], + [ + "graphtosequence", + 0.01999273694263822 + ], + [ + "graph structure", + 0.01645763032327521 + ], + [ + "input graph", + 0.0162977863159861 + ] + ], + "105": [ + [ + "nmt", + 0.04006280113179644 + ], + [ + "translation", + 0.02730335394939995 + ], + [ + "neural machine translation", + 0.027173467742058106 + ], + [ + "neural machine", + 0.027006489737766072 + ], + [ + "machine translation", + 0.02415136059141939 + ], + [ + "search", + 0.022121422245027722 + ], + [ + "toolkit", + 0.02203984087663756 + ], + [ + "machine", + 0.021573726759724257 + ], + [ + "toolkit neural", + 0.020053786665480747 + ], + [ + "minimum", + 0.019474169854966646 + ] + ], + "106": [ + [ + "normalization", + 0.07962181278049128 + ], + [ + "text normalization", + 0.06242984994093652 + ], + [ + "normalizing", + 0.024149758435132236 + ], + [ + "text", + 0.020726396531993322 + ], + [ + "historical", + 0.019345091880601566 + ], + [ + "normalized", + 0.017282776650673768 + ], + [ + "spelling", + 0.013577470386969801 + ], + [ + "spelling normalization", + 0.01342682553327183 + ], + [ + "historical text normalization", + 0.013145620451408687 + ], + [ + "historical text", + 0.012902055522619712 + ] + ], + "107": [ + [ + "privacy", + 0.10703102082957865 + ], + [ + "policies", + 0.026814774844809295 + ], + [ + "anonymization", + 0.019880850964025774 + ], + [ + "deidentification", + 0.01765008398441292 + ], + [ + "vague", + 0.016262108075773853 + ], + [ + "medical", + 0.015642156795775766 + ], + [ + "risk", + 0.0153414802813992 + ], + [ + "federated", + 0.014699719111532271 + ], + [ + "leakage", + 0.014499001778419488 + ], + [ + "vagueness", + 0.01423036110461291 + ] + ], + "108": [ + [ + "beam", + 0.06664790549727444 + ], + [ + "beam search", + 0.05465651370768009 + ], + [ + "search", + 0.03912142512693557 + ], + [ + "decoding", + 0.035526037242157575 + ], + [ + "constraints", + 0.03301340341873185 + ], + [ + "neural machine translation", + 0.0238490802805787 + ], + [ + "neural machine", + 0.023702530275726434 + ], + [ + "translation", + 0.02282732630954096 + ], + [ + "hypotheses", + 0.019324972999897425 + ], + [ + "machine translation", + 0.01909514332156853 + ] + ], + "109": [ + [ + "hypernymy", + 0.06071772573219479 + ], + [ + "distributional", + 0.04272666352337132 + ], + [ + "pathbased", + 0.025011108515057338 + ], + [ + "hypernymy detection", + 0.025011108515057338 + ], + [ + "hypernyms", + 0.021695564330000965 + ], + [ + "patternbased", + 0.02115411997690351 + ], + [ + "term set", + 0.01977662050831557 + ], + [ + "term", + 0.018260880763957002 + ], + [ + "hearst", + 0.01756383142263824 + ], + [ + "distributional methods", + 0.01646246778050303 + ] + ], + "110": [ + [ + "political", + 0.0627311488426292 + ], + [ + "bias", + 0.0546463557048518 + ], + [ + "articles", + 0.04950487780719091 + ], + [ + "news", + 0.040777849063241306 + ], + [ + "ideology", + 0.03566155631238776 + ], + [ + "informational", + 0.031232145658396465 + ], + [ + "news articles", + 0.02445141054959284 + ], + [ + "media", + 0.022241361113899637 + ], + [ + "tweets", + 0.014546214576435996 + ], + [ + "media bias", + 0.013913114972933103 + ] + ], + "111": [ + [ + "generative adversarial", + 0.04756732689722417 + ], + [ + "gans", + 0.039603603609728026 + ], + [ + "gan", + 0.03397840821619905 + ], + [ + "generative", + 0.033269031166248283 + ], + [ + "generative adversarial networks", + 0.031854757702686615 + ], + [ + "adversarial", + 0.031227337142899825 + ], + [ + "adversarial networks", + 0.030906528257247518 + ], + [ + "text generation", + 0.030169093733864664 + ], + [ + "generation", + 0.0255047651382 + ], + [ + "discriminator", + 0.020622500706558605 + ] + ], + "112": [ + [ + "pos", + 0.06509500441552217 + ], + [ + "tagger", + 0.03918322469348136 + ], + [ + "tagging", + 0.03838237722097697 + ], + [ + "pos tagging", + 0.036771994137426045 + ], + [ + "codemixed", + 0.035862740903095346 + ], + [ + "sms", + 0.032723339163496915 + ], + [ + "codemixed indian", + 0.029002681367264995 + ], + [ + "tagging codemixed", + 0.02636607397024091 + ], + [ + "social media text", + 0.02610838243231101 + ], + [ + "media text", + 0.0259379751405895 + ] + ], + "113": [ + [ + "humor", + 0.14671786006589874 + ], + [ + "humorous", + 0.04813198919702183 + ], + [ + "headlines", + 0.02588115324519217 + ], + [ + "funny", + 0.025567613849764054 + ], + [ + "puns", + 0.016416042408495476 + ], + [ + "edited", + 0.015520574066070448 + ], + [ + "humor detection", + 0.015085903981411054 + ], + [ + "entertaining", + 0.014834726772512973 + ], + [ + "edited headlines", + 0.012066323431034965 + ], + [ + "personalized", + 0.01196597888188626 + ] + ], + "114": [ + [ + "metaphor", + 0.09801350321530927 + ], + [ + "metaphors", + 0.07202453213836184 + ], + [ + "metaphoric", + 0.03353423664051441 + ], + [ + "metaphorical", + 0.029841529410466194 + ], + [ + "literal", + 0.02236137568494415 + ], + [ + "greek", + 0.016203318154924377 + ], + [ + "linguistic", + 0.015751680118845285 + ], + [ + "aptness", + 0.015359001602825285 + ], + [ + "paraphrase", + 0.014785874352542841 + ], + [ + "axis", + 0.01394766271871271 + ] + ], + "115": [ + [ + "codeswitching", + 0.046738964312919254 + ], + [ + "cs", + 0.04427672539257767 + ], + [ + "asr", + 0.03953261858048122 + ], + [ + "speech", + 0.037692230315251124 + ], + [ + "speech recognition", + 0.024271090963806898 + ], + [ + "mandarinenglish", + 0.02363309450282298 + ], + [ + "recognition", + 0.02279067998523863 + ], + [ + "codeswitching speech", + 0.0207440251655451 + ], + [ + "codeswitched", + 0.020322734737631288 + ], + [ + "mixed", + 0.018882912656829662 + ] + ], + "116": [ + [ + "event coreference", + 0.11174735605061206 + ], + [ + "event", + 0.11119933426801328 + ], + [ + "coreference", + 0.09807984006377451 + ], + [ + "coreference resolution", + 0.06015029166063608 + ], + [ + "resolution", + 0.049312457224886724 + ], + [ + "crossdocument", + 0.04550088859707436 + ], + [ + "ecb", + 0.02149184279193638 + ], + [ + "cdcr", + 0.02052444940488432 + ], + [ + "event mentions", + 0.016617160617391023 + ], + [ + "events", + 0.01652802255877239 + ] + ], + "117": [ + [ + "reviews", + 0.06072348439516273 + ], + [ + "review", + 0.04266116667178675 + ], + [ + "helpfulness", + 0.03192355254948515 + ], + [ + "opinion", + 0.024438872616166046 + ], + [ + "online reviews", + 0.02184341897034538 + ], + [ + "rating", + 0.021632364526843226 + ], + [ + "customers", + 0.020603356243914094 + ], + [ + "product", + 0.02018562104422874 + ], + [ + "ecommerce", + 0.019513446202197245 + ], + [ + "online", + 0.018851111995085174 + ] + ], + "118": [ + [ + "covid19", + 0.046453065687998916 + ], + [ + "tweets", + 0.03129405386809611 + ], + [ + "wnut2020", + 0.026735079364980506 + ], + [ + "twitter", + 0.025444837420299796 + ], + [ + "informative", + 0.019626113994346935 + ], + [ + "churn", + 0.019497755099138116 + ], + [ + "wnut2020 task", + 0.018817877688417854 + ], + [ + "ensemble", + 0.018203335437655652 + ], + [ + "2020", + 0.017549190379094276 + ], + [ + "social", + 0.017292732168098245 + ] + ], + "119": [ + [ + "anaphora", + 0.0814246801574128 + ], + [ + "resolution", + 0.05866127025503762 + ], + [ + "pronouns", + 0.04437592606923929 + ], + [ + "pronoun", + 0.04361648844328236 + ], + [ + "anaphora resolution", + 0.043244071814983416 + ], + [ + "zero", + 0.0360689510039915 + ], + [ + "noun", + 0.03491933218238268 + ], + [ + "antecedents", + 0.033431922927944537 + ], + [ + "pronoun resolution", + 0.030645929350615827 + ], + [ + "anaphors", + 0.027051114621105016 + ] + ], + "120": [ + [ + "bilingual", + 0.034320716691870895 + ], + [ + "dictionary", + 0.03426512548765261 + ], + [ + "comparability", + 0.033702822679501435 + ], + [ + "termhood", + 0.029351131684052328 + ], + [ + "comparable corpora", + 0.029139290023712423 + ], + [ + "clir", + 0.0280856855662512 + ], + [ + "retrieval", + 0.026105823273446137 + ], + [ + "comparable", + 0.025067964133331705 + ], + [ + "dictionaries", + 0.02502624743243601 + ], + [ + "crosslanguage", + 0.0247589266898919 + ] + ], + "121": [ + [ + "discourse", + 0.03120754160788801 + ], + [ + "translation", + 0.029932326781707996 + ], + [ + "pronouns", + 0.02140013893266121 + ], + [ + "dp", + 0.020882804522024238 + ], + [ + "discourse phenomena", + 0.018106188825673348 + ], + [ + "mt", + 0.017404798270265733 + ], + [ + "machine translation", + 0.017268258412845103 + ], + [ + "contextaware", + 0.01666345277095091 + ], + [ + "pronoun", + 0.015290029291324178 + ], + [ + "bleu", + 0.01495418276594923 + ] + ], + "122": [ + [ + "color", + 0.12512412922151966 + ], + [ + "colour", + 0.05012677652881035 + ], + [ + "naming", + 0.0394751112799072 + ], + [ + "colors", + 0.03470315298148409 + ], + [ + "character embeddings", + 0.023084435410774894 + ], + [ + "principle", + 0.022738897613811516 + ], + [ + "exclusivity", + 0.021786774369449962 + ], + [ + "mutual exclusivity", + 0.021786774369449962 + ], + [ + "associations", + 0.02129920953708749 + ], + [ + "communicative need", + 0.020274927367323052 + ] + ], + "123": [ + [ + "nonautoregressive", + 0.07872467849888402 + ], + [ + "autoregressive", + 0.05100262561339904 + ], + [ + "nat", + 0.04311659690675959 + ], + [ + "nonautoregressive neural", + 0.03212413494526057 + ], + [ + "decoding", + 0.030448887700001964 + ], + [ + "translation", + 0.028620499277682815 + ], + [ + "inference", + 0.024894737194133158 + ], + [ + "nat models", + 0.02290399503696599 + ], + [ + "machine translation", + 0.020161516837445423 + ], + [ + "nonautoregressive models", + 0.020119651121202745 + ] + ], + "124": [ + [ + "nlg", + 0.04314812147112355 + ], + [ + "natural language generation", + 0.040423972577674744 + ], + [ + "language generation", + 0.038197190279006255 + ], + [ + "spoken dialogue", + 0.024005074392622703 + ], + [ + "generation", + 0.022048734769591932 + ], + [ + "realization", + 0.020076240004253124 + ], + [ + "natural", + 0.01991347471745737 + ], + [ + "natural language", + 0.019718460078705174 + ], + [ + "language generation nlg", + 0.019534844329946555 + ], + [ + "generation nlg", + 0.019534844329946555 + ] + ], + "125": [ + [ + "crowdsourcing", + 0.03190950586102724 + ], + [ + "workers", + 0.020014174381107495 + ], + [ + "examples", + 0.015569481270218172 + ], + [ + "protocols", + 0.015140043352105281 + ], + [ + "data collection", + 0.015019941104112911 + ], + [ + "annotators", + 0.014000256675371593 + ], + [ + "collection", + 0.01383770097077256 + ], + [ + "frame disambiguation", + 0.013700857844904258 + ], + [ + "mrs", + 0.013124043038623903 + ], + [ + "frame", + 0.012976194450658493 + ] + ], + "126": [ + [ + "african", + 0.05774260773328744 + ], + [ + "revolution", + 0.03401248109771855 + ], + [ + "african languages", + 0.0318538999489082 + ], + [ + "technology", + 0.028413329081737156 + ], + [ + "african language", + 0.028401723980117272 + ], + [ + "yupik", + 0.026721505023839652 + ], + [ + "technologies", + 0.024444107290279377 + ], + [ + "language technology", + 0.02371637880652963 + ], + [ + "digital", + 0.02314918689032395 + ], + [ + "information revolution", + 0.021799688877078564 + ] + ], + "127": [ + [ + "grading", + 0.03675605042999956 + ], + [ + "scoring", + 0.03587078038657123 + ], + [ + "essay", + 0.03190667348300464 + ], + [ + "short answer", + 0.029621688304282447 + ], + [ + "essay scoring", + 0.02886662991776647 + ], + [ + "student answers", + 0.026824656285790456 + ], + [ + "student", + 0.026010696829412108 + ], + [ + "essays", + 0.023486516736834932 + ], + [ + "automated", + 0.023091569840946975 + ], + [ + "answer grading", + 0.02265711326136048 + ] + ], + "128": [ + [ + "treebanks", + 0.05578070496510549 + ], + [ + "treebank", + 0.050710173657397786 + ], + [ + "parsing", + 0.032001412583040456 + ], + [ + "crosslingual", + 0.029539740436907727 + ], + [ + "dependency", + 0.027392545913178162 + ], + [ + "languages", + 0.02583118549528752 + ], + [ + "parser", + 0.02384389787027038 + ], + [ + "dependency parsing", + 0.022899223841389992 + ], + [ + "crosslingual dependency parsing", + 0.021735563475344742 + ], + [ + "crosslingual dependency", + 0.021491218848491405 + ] + ], + "129": [ + [ + "reviews", + 0.052845151531130494 + ], + [ + "summarization", + 0.03002644157097633 + ], + [ + "review", + 0.0282070377215671 + ], + [ + "product", + 0.028179940195368174 + ], + [ + "summaries", + 0.02762003073328601 + ], + [ + "opinion summarization", + 0.027390373511937575 + ], + [ + "opinion", + 0.02351874336755641 + ], + [ + "summary", + 0.019212666898179246 + ], + [ + "customer reviews", + 0.01722846948040507 + ], + [ + "opinions", + 0.016722901041984026 + ] + ], + "130": [ + [ + "gaze", + 0.08723392020261164 + ], + [ + "reading", + 0.04904136613681561 + ], + [ + "eyetracking", + 0.04523611974325245 + ], + [ + "eye", + 0.03296037563798201 + ], + [ + "behaviour", + 0.031538115724816074 + ], + [ + "human reading", + 0.030213677668150172 + ], + [ + "reading behavior", + 0.02501014095416857 + ], + [ + "human", + 0.021195592461099637 + ], + [ + "behavior", + 0.020425272991355145 + ], + [ + "eyetracking data", + 0.017033846751103074 + ] + ], + "131": [ + [ + "nlp", + 0.033519875352198726 + ], + [ + "natural", + 0.018181929477061508 + ], + [ + "natural language", + 0.017241355099923576 + ], + [ + "nlg", + 0.016084535333738204 + ], + [ + "language", + 0.014305833728868969 + ], + [ + "natural language processing", + 0.013038638847421796 + ], + [ + "lexical resources", + 0.012804177900402464 + ], + [ + "language processing", + 0.012621543056442912 + ], + [ + "nlg systems", + 0.012593277173503514 + ], + [ + "systems", + 0.012551424724453142 + ] + ], + "132": [ + [ + "news translation", + 0.06017992022145366 + ], + [ + "news translation task", + 0.04204428637931901 + ], + [ + "translation task", + 0.03651616133831654 + ], + [ + "news", + 0.03552330960358002 + ], + [ + "submission", + 0.033738520500403504 + ], + [ + "translation", + 0.03019642779912273 + ], + [ + "wmt19", + 0.02825074543949573 + ], + [ + "shared", + 0.022625313993053738 + ], + [ + "directions", + 0.021525509480422502 + ], + [ + "shared task", + 0.020405067903291343 + ] + ], + "133": [ + [ + "eat", + 0.036545569202126184 + ], + [ + "meaning", + 0.026944766904944326 + ], + [ + "semantics", + 0.016896195019613463 + ], + [ + "formal", + 0.01602941149137133 + ], + [ + "theory", + 0.015576706737565768 + ], + [ + "modelling", + 0.015202682527119742 + ], + [ + "diagrams", + 0.014992028209469143 + ], + [ + "icons", + 0.014992028209469143 + ], + [ + "meaning context", + 0.014469263344043708 + ], + [ + "logic", + 0.014163598944369823 + ] + ], + "134": [ + [ + "sign", + 0.14495302206063992 + ], + [ + "sign language", + 0.12458689921057367 + ], + [ + "sl", + 0.053169045877467985 + ], + [ + "asl", + 0.03541239442486361 + ], + [ + "deaf", + 0.03273073749770837 + ], + [ + "tokenization", + 0.02770057848221606 + ], + [ + "sign languages", + 0.02534756490839598 + ], + [ + "glyphs", + 0.02017218108190748 + ], + [ + "language", + 0.019832227016325484 + ], + [ + "propositional", + 0.019673552458257557 + ] + ], + "135": [ + [ + "multitask", + 0.035934805387951754 + ], + [ + "labels", + 0.032185037555670495 + ], + [ + "mtl", + 0.026574449277648335 + ], + [ + "sequence", + 0.02600297700288557 + ], + [ + "multitask learning", + 0.023946194485232056 + ], + [ + "tagging", + 0.020650712663389713 + ], + [ + "tasks", + 0.018493860205950292 + ], + [ + "auxiliary", + 0.017954065168305167 + ], + [ + "label", + 0.017927498174562188 + ], + [ + "sequence labeling", + 0.017638733008842437 + ] + ], + "136": [ + [ + "phylogenetic", + 0.11863343436811884 + ], + [ + "cognate", + 0.08213083917792843 + ], + [ + "indoeuropean", + 0.05866959087869986 + ], + [ + "historical linguistics", + 0.041581163588347736 + ], + [ + "indoeuropean language", + 0.03365651086160934 + ], + [ + "tree", + 0.03364126643425315 + ], + [ + "linguistics", + 0.031973732866095665 + ], + [ + "historical", + 0.02960674613203633 + ], + [ + "priors", + 0.027093033315263144 + ], + [ + "family", + 0.026431277718393605 + ] + ], + "137": [ + [ + "syntax", + 0.026756663527700324 + ], + [ + "translation", + 0.025932078119055367 + ], + [ + "neural machine translation", + 0.024738307733247557 + ], + [ + "neural machine", + 0.024586293522397818 + ], + [ + "nmt", + 0.02415917363801595 + ], + [ + "tree", + 0.02151860047085165 + ], + [ + "machine translation", + 0.02016561720694663 + ], + [ + "trees", + 0.019808485540219148 + ], + [ + "syntaxaware", + 0.019210112830328793 + ], + [ + "syntactic", + 0.01768052241909392 + ] + ], + "138": [ + [ + "explanations", + 0.09410177352660769 + ], + [ + "explanation", + 0.02872460125375803 + ], + [ + "explainers", + 0.02633849168326794 + ], + [ + "nl explanations", + 0.02304618022285945 + ], + [ + "faithful", + 0.022978388466422903 + ], + [ + "explaining", + 0.022091472243429455 + ], + [ + "nl", + 0.020793643045734424 + ], + [ + "rationales", + 0.01985647890175029 + ], + [ + "natural language explanations", + 0.013392223619689395 + ], + [ + "language explanations", + 0.013392223619689395 + ] + ], + "139": [ + [ + "slot", + 0.05881760393717598 + ], + [ + "slot filling", + 0.034790413063769024 + ], + [ + "filling", + 0.03371872085337683 + ], + [ + "slots", + 0.029809005875266383 + ], + [ + "nlu", + 0.023601167399146684 + ], + [ + "domain", + 0.020838531439333726 + ], + [ + "reranker", + 0.02008018012338807 + ], + [ + "domains", + 0.01898993893140355 + ], + [ + "language understanding", + 0.014978074068888157 + ], + [ + "schemas", + 0.014624369246262934 + ] + ], + "140": [ + [ + "personality", + 0.10302887165704931 + ], + [ + "traits", + 0.05017754007988003 + ], + [ + "profiling", + 0.029142361728351177 + ], + [ + "author profiling", + 0.027520555895549446 + ], + [ + "author", + 0.024932825103459615 + ], + [ + "gender", + 0.01981858266078454 + ], + [ + "personality traits", + 0.01934109286392626 + ], + [ + "authors gender", + 0.01910628653127125 + ], + [ + "authors", + 0.015711318711411192 + ], + [ + "online", + 0.015541415811157196 + ] + ], + "141": [ + [ + "preposition", + 0.08803592090991565 + ], + [ + "prepositions", + 0.08632535656208203 + ], + [ + "supersenses", + 0.05119143649241141 + ], + [ + "prepositional", + 0.049744677438526196 + ], + [ + "supersense", + 0.04419758024115948 + ], + [ + "adpositions", + 0.03434580707447541 + ], + [ + "inventory", + 0.03398701763145241 + ], + [ + "schneider", + 0.03370944045448845 + ], + [ + "adposition", + 0.03314818518086961 + ], + [ + "attachment", + 0.03039107821478164 + ] + ], + "142": [ + [ + "scientific", + 0.046852826513144576 + ], + [ + "application areas", + 0.027901026911606105 + ], + [ + "application", + 0.02228591940186942 + ], + [ + "areas", + 0.021380640829718262 + ], + [ + "literature", + 0.020714969831579375 + ], + [ + "research", + 0.01926861828569637 + ], + [ + "scibert", + 0.018778941453723188 + ], + [ + "scientific literature", + 0.01735200743588663 + ], + [ + "techniques", + 0.0165217179372781 + ], + [ + "science", + 0.016489427879957344 + ] + ], + "143": [ + [ + "russian", + 0.05765908463158596 + ], + [ + "similarity", + 0.030977752907803628 + ], + [ + "semantic similarity", + 0.025501264243738803 + ], + [ + "similarity task", + 0.01842018883745208 + ], + [ + "semantic similarity task", + 0.017903634291179357 + ], + [ + "russian language", + 0.017491112008561495 + ], + [ + "tatar", + 0.017470819541867716 + ], + [ + "embeddings evaluation", + 0.01710491896266432 + ], + [ + "word embeddings evaluation", + 0.01710491896266432 + ], + [ + "word", + 0.01682411544414284 + ] + ], + "144": [ + [ + "code", + 0.091655163108855 + ], + [ + "source code", + 0.04108616783175563 + ], + [ + "documentation", + 0.030653020656162093 + ], + [ + "code generation", + 0.02869952990883274 + ], + [ + "programming", + 0.025398550316386475 + ], + [ + "source", + 0.02156880725330482 + ], + [ + "stack overflow", + 0.02024835520199947 + ], + [ + "overflow", + 0.02024835520199947 + ], + [ + "repositories", + 0.017728514000675447 + ], + [ + "type information", + 0.01632517802303353 + ] + ], + "145": [ + [ + "semantic web", + 0.04835247686683275 + ], + [ + "translation", + 0.039340879790578195 + ], + [ + "machinetranslation", + 0.03158408282141087 + ], + [ + "machine translation", + 0.030749618050943475 + ], + [ + "technologies", + 0.026794807666472582 + ], + [ + "machine", + 0.026416700996478006 + ], + [ + "web", + 0.02525506957863779 + ], + [ + "arabicenglish", + 0.02197839857583307 + ], + [ + "optimised", + 0.02150647668750382 + ], + [ + "translations", + 0.0201104524180459 + ] + ], + "146": [ + [ + "knowledge", + 0.04014280509000031 + ], + [ + "knowledgegrounded", + 0.03428003715162714 + ], + [ + "response", + 0.03203622191146466 + ], + [ + "dialogue generation", + 0.03132938696041708 + ], + [ + "dialogue", + 0.02718848573065997 + ], + [ + "knowledgegrounded dialogue", + 0.02565173126843228 + ], + [ + "generation", + 0.025573248448495695 + ], + [ + "knowledge selection", + 0.023577841711938663 + ], + [ + "response generation", + 0.021236017527548258 + ], + [ + "responses", + 0.019259272623820795 + ] + ], + "147": [ + [ + "sentence", + 0.03339978808762729 + ], + [ + "sentence representations", + 0.02373577229007617 + ], + [ + "sentence embeddings", + 0.022037421737992356 + ], + [ + "transfer", + 0.022003445247372647 + ], + [ + "tasks", + 0.020788716270416646 + ], + [ + "transfer learning", + 0.017715891047281034 + ], + [ + "embeddings", + 0.01679259980916649 + ], + [ + "classification", + 0.015763980455003896 + ], + [ + "classification tasks", + 0.014144037886306455 + ], + [ + "evaluation sentence embeddings", + 0.012941301327204146 + ] + ], + "148": [ + [ + "distributional", + 0.07251392557293343 + ], + [ + "distributional semantics", + 0.049312726568056985 + ], + [ + "semantics", + 0.04202788438648106 + ], + [ + "functional distributional", + 0.03467414234811649 + ], + [ + "functional distributional semantics", + 0.03467414234811649 + ], + [ + "composition", + 0.028957233891588084 + ], + [ + "formal semantics", + 0.02759448810305087 + ], + [ + "semantic composition", + 0.025363530664161325 + ], + [ + "distributional semantic models", + 0.02476547529936942 + ], + [ + "functional", + 0.024065125650556483 + ] + ], + "149": [ + [ + "compositionality", + 0.04710965638181345 + ], + [ + "sc", + 0.026474892953241465 + ], + [ + "distributional", + 0.026164190783498287 + ], + [ + "sememe knowledge", + 0.02097063565933904 + ], + [ + "phrase", + 0.019736060085252062 + ], + [ + "sememe", + 0.018701130232399287 + ], + [ + "compositional", + 0.018213992809295122 + ], + [ + "distributed semantic", + 0.018027487811584086 + ], + [ + "embeddings", + 0.017585412195990188 + ], + [ + "representations", + 0.01655715266355543 + ] + ], + "150": [ + [ + "ud", + 0.06650641832044794 + ], + [ + "annotation", + 0.06308892297700797 + ], + [ + "treebank", + 0.05812682787438945 + ], + [ + "treebanks", + 0.04262596901001123 + ], + [ + "universal dependencies", + 0.030354168085357132 + ], + [ + "annotations", + 0.030309104545793053 + ], + [ + "guidelines", + 0.02874888658666315 + ], + [ + "anchoring", + 0.0273706885239507 + ], + [ + "dependency", + 0.02637504501875516 + ], + [ + "universal", + 0.026182805696818287 + ] + ], + "151": [ + [ + "acronym", + 0.11086260799394815 + ], + [ + "abbreviation", + 0.06399403587248233 + ], + [ + "acronyms", + 0.06174537552616504 + ], + [ + "abbreviations", + 0.04072607867721129 + ], + [ + "disambiguation", + 0.03908654218521455 + ], + [ + "expansions", + 0.03258714201572115 + ], + [ + "ad", + 0.026960306080788615 + ], + [ + "scientific", + 0.02468468168133688 + ], + [ + "abbreviation disambiguation", + 0.020971845180815716 + ], + [ + "identification", + 0.020760885595452343 + ] + ], + "152": [ + [ + "propaganda", + 0.14936756615385205 + ], + [ + "task 11", + 0.057215408699772895 + ], + [ + "11", + 0.044714954178784495 + ], + [ + "propaganda detection", + 0.0380565064636404 + ], + [ + "semeval2020 task", + 0.03763377503874178 + ], + [ + "semeval2020", + 0.036836541149330354 + ], + [ + "si", + 0.033863259484625284 + ], + [ + "news", + 0.03269348980522186 + ], + [ + "tc", + 0.03233900241618323 + ], + [ + "news articles", + 0.02789775531036049 + ] + ], + "153": [ + [ + "open", + 0.08382700336844572 + ], + [ + "open information extraction", + 0.07345234610832059 + ], + [ + "open information", + 0.07244415469463032 + ], + [ + "information extraction", + 0.05568282861536964 + ], + [ + "tuples", + 0.03326856054343298 + ], + [ + "extraction", + 0.03180788160887651 + ], + [ + "tokenlevel labels", + 0.03029945673190047 + ], + [ + "neural open", + 0.02973806177541828 + ], + [ + "open systems", + 0.028399488597501726 + ], + [ + "openie", + 0.027096280690373165 + ] + ], + "154": [ + [ + "hebrew", + 0.1282759933311195 + ], + [ + "bible", + 0.06513820696959416 + ], + [ + "intertextuality", + 0.024903967636684562 + ], + [ + "restoration", + 0.020757598747299197 + ], + [ + "homographs", + 0.018781414777392185 + ], + [ + "diacritic restoration", + 0.018556083587126085 + ], + [ + "digital", + 0.018347511526416022 + ], + [ + "disambiguation", + 0.018256913432248206 + ], + [ + "diacritic", + 0.018153298691318834 + ], + [ + "morphological", + 0.017578793790368193 + ] + ], + "155": [ + [ + "typological", + 0.11806197284655658 + ], + [ + "typology", + 0.05716505860092361 + ], + [ + "typological features", + 0.04401833705225807 + ], + [ + "languages", + 0.031040659028396787 + ], + [ + "linguistic typology", + 0.029683825839492157 + ], + [ + "esl", + 0.028373784291229328 + ], + [ + "features", + 0.02609871946744291 + ], + [ + "language representations", + 0.02260885251296151 + ], + [ + "linguistic", + 0.021135029441758917 + ], + [ + "language embeddings", + 0.019002240582152642 + ] + ], + "156": [ + [ + "label", + 0.047675110650384836 + ], + [ + "text classification", + 0.031521968150425454 + ], + [ + "multilabel", + 0.029293896942951266 + ], + [ + "labels", + 0.02710368826001033 + ], + [ + "classification", + 0.026690461952908386 + ], + [ + "multilabel text", + 0.024944216927819018 + ], + [ + "multilabel text classification", + 0.024944216927819018 + ], + [ + "zeroshot", + 0.024627960406861542 + ], + [ + "dataless", + 0.023541246900868812 + ], + [ + "lmtc", + 0.020462826544718274 + ] + ], + "157": [ + [ + "variational", + 0.07704750455329566 + ], + [ + "latent", + 0.041218229833448375 + ], + [ + "variational autoencoders", + 0.032417776553815794 + ], + [ + "variational autoencoder", + 0.027202766032710705 + ], + [ + "autoencoders", + 0.026403248648132167 + ], + [ + "vaes", + 0.026146808262337413 + ], + [ + "latent space", + 0.023861466176040704 + ], + [ + "vae", + 0.02214141175794991 + ], + [ + "autoencoder", + 0.021855764882009198 + ], + [ + "kl", + 0.018009875863230995 + ] + ], + "158": [ + [ + "crisis", + 0.04193028150034197 + ], + [ + "messages", + 0.02942010092178526 + ], + [ + "disasters", + 0.022585447092474162 + ], + [ + "disaster", + 0.022585447092474162 + ], + [ + "emergency", + 0.018595397323539486 + ], + [ + "social", + 0.017829502252677962 + ], + [ + "tweets", + 0.01780884010572701 + ], + [ + "needs", + 0.01746545691114937 + ], + [ + "hurricane", + 0.017033740195675728 + ], + [ + "situation", + 0.01630747479715874 + ] + ], + "159": [ + [ + "adversarial", + 0.060563725630470334 + ], + [ + "rc", + 0.03388074095706905 + ], + [ + "rc models", + 0.029633872099718746 + ], + [ + "robustness", + 0.029119761646087365 + ], + [ + "comprehension", + 0.025667174286495027 + ], + [ + "adversarial training", + 0.020976455325772955 + ], + [ + "adversarial evaluation", + 0.02060450174355287 + ], + [ + "attacks", + 0.01918265253752368 + ], + [ + "commonsense inference", + 0.01883768940929138 + ], + [ + "examples", + 0.018064722639352476 + ] + ], + "160": [ + [ + "tree", + 0.03886389660796238 + ], + [ + "treelstm", + 0.032132762860819154 + ], + [ + "trees", + 0.030959416211461394 + ], + [ + "tree structures", + 0.02820417532103372 + ], + [ + "syntactic", + 0.02661007919641408 + ], + [ + "treebased", + 0.021153131490775287 + ], + [ + "structures", + 0.020110193382009475 + ], + [ + "parse", + 0.018527847937745527 + ], + [ + "constituent", + 0.018053000005480453 + ], + [ + "compose", + 0.01600072197923676 + ] + ], + "161": [ + [ + "headline", + 0.06345949560415465 + ], + [ + "headlines", + 0.05409064815779567 + ], + [ + "news", + 0.035513151379501215 + ], + [ + "headline generation", + 0.027874065414349076 + ], + [ + "synthetic news", + 0.02677015198245977 + ], + [ + "titles", + 0.024754655835666575 + ], + [ + "slides", + 0.022308459985383142 + ], + [ + "attractive", + 0.02215947646177663 + ], + [ + "presentation", + 0.02204505917050903 + ], + [ + "neural headline", + 0.02189512396310743 + ] + ], + "162": [ + [ + "reasoning", + 0.06723678333241552 + ], + [ + "kg", + 0.027219279867129575 + ], + [ + "paths", + 0.027219279867129575 + ], + [ + "kgs", + 0.02259958528427471 + ], + [ + "multihop", + 0.022318527509547794 + ], + [ + "symbolic", + 0.022052546001058944 + ], + [ + "logical", + 0.02027819306101648 + ], + [ + "knowledge", + 0.01920156575235042 + ], + [ + "sparse", + 0.01835425946276347 + ], + [ + "multihop reasoning", + 0.018281696148072075 + ] + ], + "163": [ + [ + "text classification", + 0.03741136668161138 + ], + [ + "classification", + 0.03501160597352101 + ], + [ + "runtime", + 0.023707021448159556 + ], + [ + "fasttext", + 0.02231451544773543 + ], + [ + "text", + 0.021865042055757244 + ], + [ + "deep learning", + 0.020112180710486784 + ], + [ + "classifiers", + 0.01936798530906304 + ], + [ + "feature selection", + 0.017538644679650675 + ], + [ + "text documents", + 0.017188643880245262 + ], + [ + "doc2vec", + 0.016219397648245388 + ] + ] + }, + "topics": [ + 15, + -1, + -1, + 79, + 79, + -1, + -1, + 12, + -1, + 87, + 73, + 73, + 2, + 79, + -1, + -1, + 73, + -1, + -1, + 32, + 15, + -1, + 28, + 79, + -1, + 32, + 67, + 28, + 87, + 38, + 87, + -1, + -1, + -1, + -1, + -1, + 59, + -1, + 38, + -1, + -1, + -1, + 120, + -1, + 43, + -1, + -1, + -1, + -1, + 24, + -1, + 32, + -1, + 0, + 87, + 119, + 119, + 119, + -1, + -1, + -1, + -1, + 0, + 6, + -1, + -1, + -1, + -1, + -1, + -1, + 73, + -1, + 1, + -1, + 15, + -1, + 15, + 32, + -1, + 79, + 0, + 87, + 0, + 21, + -1, + -1, + -1, + 28, + -1, + 79, + 38, + 38, + -1, + -1, + 1, + -1, + 87, + 87, + 73, + 67, + -1, + 18, + -1, + -1, + -1, + -1, + -1, + 73, + -1, + 1, + -1, + 87, + -1, + 79, + -1, + -1, + 80, + -1, + 79, + 79, + -1, + -1, + -1, + 59, + 79, + 32, + -1, + -1, + -1, + 119, + 65, + 79, + 21, + -1, + -1, + 32, + -1, + 80, + 32, + 87, + -1, + -1, + 120, + 79, + 59, + 59, + -1, + 87, + 79, + 87, + 18, + 18, + 18, + -1, + 80, + -1, + 32, + 65, + 24, + -1, + -1, + -1, + 80, + -1, + -1, + -1, + 94, + -1, + 1, + -1, + -1, + 124, + 32, + 0, + -1, + -1, + 86, + 2, + 29, + 16, + -1, + 49, + -1, + 15, + -1, + 133, + -1, + 32, + 80, + 53, + -1, + 73, + -1, + -1, + 1, + 1, + -1, + 73, + 66, + 1, + 150, + 67, + 87, + 87, + -1, + -1, + -1, + -1, + -1, + -1, + 67, + 65, + 131, + 12, + 98, + -1, + -1, + 32, + 1, + 120, + 119, + 120, + 120, + 1, + 1, + -1, + 2, + -1, + -1, + 41, + 41, + 119, + 41, + -1, + 3, + -1, + 79, + -1, + 4, + -1, + 18, + 136, + 33, + 1, + 136, + -1, + 67, + 80, + 67, + -1, + 13, + 27, + -1, + 103, + -1, + 67, + 126, + 126, + -1, + -1, + -1, + 1, + 1, + 67, + -1, + 18, + -1, + -1, + 65, + -1, + 42, + 4, + 2, + 119, + 18, + -1, + -1, + 2, + 1, + 0, + 73, + 10, + -1, + -1, + 18, + -1, + -1, + 79, + 79, + -1, + 24, + 2, + 55, + 32, + 87, + 1, + 18, + -1, + -1, + 67, + -1, + 133, + -1, + -1, + -1, + 4, + 150, + 150, + -1, + 133, + 80, + 31, + -1, + 18, + 79, + -1, + 67, + 67, + -1, + -1, + 18, + -1, + 59, + -1, + 2, + 1, + 1, + 1, + 65, + 12, + 67, + 18, + 12, + -1, + -1, + -1, + 67, + 131, + -1, + -1, + -1, + -1, + 18, + -1, + -1, + 65, + -1, + -1, + 65, + 6, + -1, + 32, + 6, + 4, + -1, + 18, + 18, + -1, + 4, + 90, + 18, + -1, + -1, + 1, + -1, + 18, + 6, + -1, + -1, + -1, + -1, + -1, + 67, + -1, + 136, + -1, + 2, + 2, + -1, + -1, + 120, + 42, + -1, + 10, + 10, + -1, + 15, + -1, + 67, + 10, + 10, + -1, + -1, + -1, + 14, + 65, + 65, + 51, + 10, + 10, + 15, + 145, + 67, + 18, + 67, + -1, + 67, + 1, + -1, + -1, + 18, + -1, + -1, + -1, + 1, + -1, + 141, + 15, + 1, + 114, + 1, + -1, + -1, + 144, + 10, + 13, + -1, + -1, + 15, + 65, + -1, + 65, + 18, + -1, + 18, + 10, + 10, + 131, + 15, + 65, + -1, + -1, + -1, + 65, + 79, + 15, + 67, + 15, + 92, + -1, + -1, + -1, + 67, + 65, + 10, + 65, + 38, + 18, + -1, + -1, + -1, + 16, + 1, + 145, + -1, + 1, + 119, + 131, + 18, + 18, + -1, + -1, + -1, + 10, + -1, + -1, + -1, + 3, + 79, + -1, + 67, + -1, + -1, + -1, + 65, + -1, + 10, + 2, + 32, + -1, + 1, + -1, + -1, + -1, + -1, + 119, + 55, + -1, + -1, + -1, + -1, + -1, + 0, + 73, + -1, + 134, + -1, + 112, + -1, + 65, + 133, + -1, + -1, + -1, + 10, + 5, + 10, + -1, + -1, + 6, + 6, + 10, + 134, + 10, + 10, + 112, + 59, + 59, + 59, + 59, + 59, + 34, + 59, + 68, + 68, + -1, + 80, + 68, + 68, + -1, + 80, + 80, + -1, + -1, + 68, + -1, + 79, + -1, + -1, + 10, + 73, + 21, + -1, + -1, + -1, + -1, + 19, + 10, + 151, + 59, + 45, + -1, + -1, + 10, + 122, + 10, + 10, + 51, + 35, + 0, + 10, + -1, + 10, + -1, + 120, + 131, + -1, + 10, + 51, + 120, + 35, + 87, + 1, + -1, + 35, + -1, + 55, + -1, + 114, + 114, + 31, + 55, + -1, + 67, + 13, + 5, + -1, + 6, + -1, + 1, + -1, + 65, + 1, + -1, + 120, + 120, + -1, + -1, + 131, + 59, + 73, + 55, + -1, + -1, + 55, + 4, + -1, + -1, + 24, + -1, + 134, + 55, + 88, + 32, + 59, + 59, + 2, + -1, + 16, + -1, + 141, + 16, + -1, + 150, + 133, + 38, + -1, + -1, + 6, + 90, + -1, + 112, + 10, + 10, + 51, + -1, + 3, + -1, + -1, + 15, + 1, + -1, + 10, + 115, + -1, + 5, + -1, + 65, + 0, + 51, + -1, + -1, + 5, + -1, + 16, + -1, + -1, + -1, + 122, + 10, + 10, + 55, + 5, + 122, + -1, + 151, + 55, + 5, + 5, + 55, + 1, + -1, + 112, + 51, + 10, + 10, + 6, + 32, + 1, + 18, + 13, + 41, + 6, + -1, + 88, + -1, + 35, + -1, + 90, + -1, + 10, + 3, + -1, + -1, + 49, + 65, + 10, + 2, + 41, + 149, + 17, + 51, + 3, + 2, + 65, + 8, + 6, + 10, + -1, + -1, + 145, + -1, + -1, + 93, + 30, + 73, + -1, + 80, + 119, + -1, + -1, + -1, + -1, + 69, + 11, + 130, + 4, + 70, + 4, + 10, + -1, + 120, + 140, + -1, + -1, + 10, + 42, + -1, + 73, + 18, + 133, + 67, + 88, + 127, + -1, + 53, + 10, + -1, + 65, + -1, + 134, + 134, + 10, + 6, + -1, + -1, + 134, + 134, + -1, + -1, + -1, + -1, + -1, + 10, + -1, + 120, + 51, + 21, + -1, + 17, + 16, + 10, + 133, + 10, + 13, + 155, + -1, + 94, + 35, + -1, + 17, + 80, + -1, + 32, + 86, + 10, + -1, + 10, + 31, + -1, + -1, + 18, + -1, + 12, + -1, + 41, + 16, + -1, + -1, + -1, + -1, + -1, + 10, + -1, + -1, + -1, + 55, + 2, + 145, + 1, + -1, + 131, + -1, + 80, + -1, + 0, + 51, + -1, + 68, + -1, + -1, + -1, + -1, + 10, + 120, + 70, + 51, + 51, + -1, + 73, + -1, + 15, + -1, + -1, + 136, + 68, + -1, + -1, + 18, + -1, + -1, + -1, + -1, + 67, + 10, + 32, + 21, + 10, + 10, + 10, + -1, + 4, + -1, + 114, + -1, + 51, + 154, + -1, + 17, + 91, + -1, + 18, + 10, + 10, + -1, + 65, + 91, + 73, + 31, + 34, + -1, + -1, + -1, + 46, + 6, + 149, + 10, + 6, + -1, + -1, + -1, + -1, + 80, + 17, + -1, + 102, + -1, + -1, + 0, + -1, + 4, + -1, + -1, + -1, + 18, + 73, + 6, + 5, + 6, + 24, + 10, + 6, + 102, + -1, + 24, + 17, + -1, + 25, + -1, + 134, + 55, + -1, + 2, + 73, + 18, + -1, + -1, + -1, + -1, + -1, + 35, + 80, + -1, + 70, + 14, + 4, + 21, + -1, + 21, + -1, + 10, + 76, + 21, + 25, + 73, + 34, + 12, + 4, + -1, + 49, + 3, + 51, + -1, + 70, + 8, + -1, + 6, + 12, + 35, + 106, + 15, + -1, + 51, + 1, + 1, + 25, + 35, + -1, + 119, + 6, + 140, + 34, + -1, + 143, + 6, + 15, + 38, + 38, + 56, + 91, + 1, + 18, + 38, + 118, + -1, + 25, + -1, + 25, + 90, + 1, + 2, + -1, + 75, + 16, + -1, + 133, + -1, + -1, + -1, + 25, + -1, + 3, + -1, + 38, + -1, + -1, + 102, + 145, + 91, + 145, + 6, + 88, + -1, + 6, + -1, + 44, + -1, + 116, + 33, + 14, + -1, + -1, + 21, + 128, + 1, + -1, + 65, + 35, + 6, + -1, + 21, + 83, + 51, + 3, + -1, + 55, + -1, + -1, + -1, + 55, + -1, + 51, + -1, + 2, + 109, + 0, + 51, + 127, + 36, + 36, + -1, + -1, + 21, + 1, + -1, + 35, + 128, + 66, + -1, + -1, + 0, + -1, + -1, + -1, + 80, + 1, + 124, + 124, + 81, + -1, + 91, + 12, + -1, + -1, + 46, + 6, + -1, + -1, + 20, + -1, + 12, + 114, + -1, + -1, + 37, + 125, + 48, + 16, + -1, + -1, + 64, + -1, + 59, + 6, + 18, + 6, + 18, + 1, + 4, + 1, + 1, + 1, + 34, + 1, + 38, + -1, + -1, + 8, + 1, + -1, + 18, + -1, + 25, + 25, + 73, + -1, + 43, + 90, + 17, + 89, + -1, + 92, + -1, + -1, + 18, + 9, + 18, + -1, + -1, + 87, + -1, + 1, + 12, + 15, + 145, + -1, + 14, + 103, + 6, + 18, + 84, + 42, + -1, + 36, + -1, + 4, + -1, + 3, + -1, + -1, + -1, + 16, + 10, + 21, + 44, + 67, + -1, + 92, + 55, + 81, + 4, + -1, + 35, + -1, + -1, + 50, + -1, + -1, + 35, + -1, + -1, + -1, + -1, + -1, + 91, + 1, + 1, + -1, + -1, + 0, + -1, + 4, + 1, + -1, + 6, + 77, + -1, + -1, + 55, + 35, + -1, + 0, + 142, + 0, + 105, + 1, + -1, + -1, + -1, + -1, + -1, + 10, + 23, + 12, + 1, + 51, + -1, + 91, + -1, + 8, + -1, + -1, + -1, + 112, + 49, + 48, + 34, + -1, + -1, + 19, + -1, + -1, + 1, + 55, + -1, + 20, + -1, + -1, + 1, + 14, + -1, + 20, + 24, + 87, + -1, + 33, + -1, + -1, + 1, + -1, + 77, + 65, + 128, + 17, + -1, + -1, + 49, + -1, + 56, + 0, + 0, + -1, + 158, + -1, + 18, + 2, + -1, + 3, + -1, + 24, + -1, + 133, + -1, + 13, + 68, + -1, + -1, + 143, + -1, + 21, + 16, + -1, + -1, + 65, + -1, + 89, + 13, + 30, + 154, + 0, + -1, + -1, + -1, + 1, + -1, + 116, + 21, + 15, + 15, + 154, + 21, + -1, + 24, + -1, + 49, + 8, + 65, + 70, + 66, + -1, + 149, + 20, + 109, + 95, + -1, + 21, + 32, + 2, + 6, + 6, + 155, + 6, + 23, + 2, + 155, + -1, + 6, + -1, + -1, + -1, + 70, + 0, + 2, + 6, + -1, + -1, + 49, + -1, + 2, + 17, + 75, + 33, + 34, + 0, + 0, + -1, + -1, + 44, + 6, + 161, + 4, + 5, + -1, + -1, + 41, + 54, + -1, + 130, + 57, + 149, + -1, + 17, + 16, + 0, + 97, + -1, + 18, + -1, + 119, + -1, + 1, + 53, + 121, + 25, + -1, + 9, + 9, + -1, + 19, + 24, + 59, + 1, + -1, + -1, + 11, + 96, + 38, + 61, + -1, + -1, + 24, + -1, + 2, + 141, + 6, + -1, + 57, + 20, + -1, + 0, + -1, + 1, + -1, + 6, + 6, + -1, + -1, + 150, + 34, + 77, + -1, + 150, + -1, + 6, + -1, + 71, + 20, + -1, + 28, + -1, + -1, + -1, + 68, + -1, + -1, + 8, + 10, + 23, + 30, + 28, + -1, + 11, + -1, + -1, + 13, + -1, + 11, + 37, + 31, + -1, + 57, + 57, + 21, + 49, + 12, + 6, + 107, + 128, + 6, + 41, + 97, + -1, + -1, + -1, + -1, + -1, + 49, + -1, + 37, + 15, + 0, + 20, + -1, + -1, + 44, + 0, + -1, + 148, + -1, + 150, + 12, + 3, + -1, + 129, + 55, + 31, + -1, + -1, + 0, + 2, + 6, + 0, + 8, + 48, + 124, + -1, + 122, + 4, + -1, + 73, + 16, + 15, + 4, + -1, + -1, + -1, + 102, + -1, + -1, + 0, + 0, + 48, + 102, + 124, + -1, + 15, + -1, + 2, + -1, + -1, + -1, + 25, + 53, + 0, + 1, + 2, + 30, + 21, + 12, + 6, + 18, + 0, + -1, + 2, + 6, + 6, + 5, + 58, + 74, + 74, + 97, + 6, + 32, + 74, + 28, + 3, + 148, + -1, + -1, + -1, + 70, + 6, + 0, + 36, + 1, + 3, + 3, + -1, + -1, + -1, + -1, + 90, + 28, + -1, + -1, + -1, + 1, + -1, + -1, + 2, + -1, + 76, + 162, + 93, + -1, + 163, + -1, + -1, + 136, + 3, + -1, + 19, + -1, + 17, + -1, + -1, + -1, + 70, + 24, + 1, + -1, + 55, + 117, + -1, + 37, + -1, + -1, + 35, + -1, + 94, + 94, + -1, + -1, + 17, + -1, + 29, + 35, + 20, + -1, + 125, + 1, + 3, + -1, + 102, + -1, + 1, + 1, + 12, + -1, + -1, + 148, + 98, + 15, + 120, + -1, + 35, + -1, + 6, + -1, + -1, + 68, + 14, + -1, + 20, + -1, + 126, + -1, + 0, + 18, + 73, + 24, + -1, + -1, + -1, + 35, + -1, + 80, + 1, + 109, + -1, + 32, + 1, + 17, + 0, + 6, + -1, + 130, + 32, + 2, + -1, + 76, + 44, + 1, + 0, + 142, + -1, + 32, + 13, + -1, + 124, + 148, + 8, + 6, + 0, + -1, + 9, + 43, + -1, + -1, + 0, + -1, + -1, + 58, + 58, + -1, + 94, + 9, + 28, + 10, + 51, + -1, + 4, + -1, + 20, + -1, + 10, + 64, + 31, + 3, + 127, + -1, + 43, + 43, + 1, + 37, + 1, + 45, + -1, + -1, + 4, + 1, + 3, + -1, + 1, + 74, + 2, + 74, + -1, + 25, + 98, + -1, + -1, + 8, + 21, + 43, + 3, + 18, + -1, + -1, + -1, + 34, + 34, + 0, + -1, + -1, + 148, + 92, + 1, + 41, + 122, + 14, + 98, + 43, + 114, + -1, + -1, + -1, + 2, + 6, + 31, + 43, + -1, + -1, + 1, + -1, + 6, + 94, + -1, + -1, + 89, + -1, + 56, + -1, + -1, + 87, + 94, + 75, + 94, + -1, + 5, + -1, + 57, + 54, + 10, + 30, + -1, + -1, + -1, + 1, + 33, + -1, + -1, + 54, + 1, + -1, + 155, + -1, + 49, + 11, + 0, + -1, + -1, + -1, + 20, + -1, + -1, + 1, + 72, + 0, + -1, + 81, + 3, + -1, + 27, + -1, + 69, + 35, + -1, + 105, + -1, + 32, + 20, + 56, + -1, + 4, + 51, + 51, + 1, + 92, + -1, + 63, + 106, + 1, + 51, + 23, + 0, + 2, + 32, + 109, + 56, + 9, + -1, + 6, + -1, + -1, + 112, + 13, + 0, + -1, + 0, + 106, + 69, + 4, + -1, + -1, + 62, + -1, + -1, + -1, + 13, + -1, + 32, + -1, + -1, + 0, + 22, + 0, + 12, + 0, + -1, + 0, + -1, + -1, + 77, + 63, + -1, + 92, + 3, + 20, + 98, + 77, + -1, + 1, + 61, + 61, + -1, + 32, + 5, + 112, + 31, + 2, + -1, + 6, + 0, + 69, + 1, + 90, + -1, + 25, + 2, + -1, + -1, + 2, + 56, + 16, + 3, + 1, + -1, + 37, + 4, + 24, + 88, + 4, + -1, + 112, + -1, + 35, + 16, + 22, + -1, + 53, + 1, + 77, + 10, + 160, + 6, + 25, + -1, + 0, + 10, + 14, + 84, + 49, + 25, + -1, + 141, + 57, + 3, + 160, + 1, + 149, + 129, + 16, + -1, + -1, + -1, + 3, + 21, + -1, + -1, + 127, + -1, + 98, + -1, + 38, + 96, + 1, + 3, + 135, + 102, + 97, + -1, + 53, + 113, + 12, + 27, + 3, + 105, + 0, + -1, + 1, + 1, + -1, + 0, + 0, + 109, + -1, + 54, + 92, + -1, + 60, + 17, + -1, + 21, + -1, + 9, + 24, + 19, + -1, + 12, + 4, + 4, + 60, + 60, + 21, + -1, + 38, + -1, + 88, + 140, + -1, + -1, + 60, + 81, + 17, + -1, + 8, + 112, + 49, + -1, + -1, + 2, + 2, + 10, + 19, + -1, + 112, + -1, + 19, + 11, + 61, + -1, + 2, + -1, + 12, + 37, + -1, + 11, + 102, + 2, + -1, + -1, + 16, + -1, + 125, + 134, + 13, + -1, + 0, + 15, + -1, + 118, + 3, + -1, + -1, + 60, + -1, + 35, + 43, + 91, + -1, + -1, + -1, + 38, + -1, + 51, + 28, + 19, + 56, + -1, + 80, + 14, + 84, + 2, + 96, + 99, + 5, + 9, + 84, + 3, + 4, + 120, + 81, + 10, + -1, + 112, + 104, + -1, + -1, + 15, + 14, + -1, + 14, + 1, + 141, + 117, + 48, + 51, + 55, + 1, + 11, + -1, + 108, + 34, + 35, + -1, + -1, + 11, + 13, + 6, + 0, + -1, + 12, + 46, + 137, + -1, + 0, + 157, + 3, + 113, + -1, + -1, + -1, + -1, + -1, + -1, + -1, + 12, + 0, + 1, + -1, + 57, + -1, + 1, + 1, + -1, + 16, + -1, + 3, + 37, + 136, + 44, + -1, + 163, + 6, + 78, + -1, + -1, + -1, + -1, + 4, + -1, + 19, + 36, + 1, + 0, + 79, + 122, + 12, + 102, + -1, + 97, + 21, + 30, + 21, + 6, + 12, + 30, + 24, + -1, + 92, + -1, + 24, + 41, + 1, + 10, + 2, + 61, + 51, + 135, + 32, + 32, + -1, + 0, + -1, + 86, + 3, + 0, + -1, + 0, + 1, + 51, + 18, + -1, + 61, + -1, + 1, + -1, + -1, + -1, + 26, + -1, + -1, + 73, + -1, + 51, + 141, + 18, + 105, + 9, + 109, + -1, + 27, + 105, + 49, + -1, + 0, + -1, + 15, + 13, + -1, + 21, + 54, + -1, + -1, + 143, + -1, + 43, + 1, + -1, + 1, + -1, + 49, + 14, + -1, + -1, + 54, + -1, + 12, + -1, + 49, + 0, + 8, + 1, + -1, + 43, + 19, + -1, + 10, + 49, + 54, + 0, + -1, + 36, + -1, + 101, + 4, + -1, + 30, + -1, + -1, + -1, + 49, + 1, + -1, + 69, + 16, + -1, + -1, + 1, + -1, + 0, + -1, + -1, + 141, + 44, + 63, + 32, + -1, + -1, + 31, + 87, + 30, + 34, + 49, + 70, + 30, + 108, + 2, + 20, + 12, + -1, + -1, + 6, + 1, + 88, + 15, + 17, + 14, + 116, + -1, + 76, + 2, + -1, + 2, + 8, + -1, + -1, + 2, + -1, + 148, + 33, + 102, + -1, + 137, + 144, + 16, + 34, + 15, + 0, + 15, + -1, + -1, + 4, + 37, + 30, + -1, + -1, + 6, + 8, + 48, + 19, + -1, + 3, + 49, + -1, + 148, + 41, + 56, + 3, + 5, + -1, + 19, + 63, + 20, + -1, + -1, + 16, + 2, + 44, + -1, + 108, + 136, + -1, + 19, + 12, + 130, + 0, + -1, + -1, + 35, + -1, + 16, + 21, + 35, + 61, + 24, + -1, + -1, + 2, + 12, + 44, + 0, + 48, + -1, + 113, + 20, + -1, + 50, + 94, + 5, + 15, + 16, + 19, + -1, + 11, + -1, + 33, + 80, + -1, + -1, + -1, + 24, + 100, + -1, + 28, + 4, + 137, + 34, + 28, + -1, + 20, + 87, + 10, + 20, + 0, + -1, + -1, + 19, + 19, + 1, + 12, + -1, + 10, + -1, + 88, + 0, + 141, + -1, + 25, + 10, + 3, + 48, + 0, + 8, + -1, + 93, + 8, + -1, + 30, + 81, + -1, + 6, + 2, + 1, + 6, + -1, + 144, + 5, + -1, + 19, + 3, + 28, + 3, + 22, + 21, + 1, + 12, + -1, + 69, + 18, + 128, + 28, + 70, + 68, + 49, + 11, + 1, + 140, + 1, + -1, + -1, + 93, + 73, + 1, + -1, + 160, + -1, + 46, + 1, + 18, + 9, + -1, + 44, + -1, + 117, + 31, + 55, + 113, + 35, + 81, + 43, + -1, + -1, + -1, + 20, + -1, + 124, + 124, + 1, + 1, + 12, + -1, + -1, + 144, + 12, + 5, + 1, + -1, + 77, + 9, + 111, + -1, + 2, + 36, + -1, + -1, + 22, + 33, + -1, + 0, + 2, + 6, + -1, + 2, + 10, + 1, + -1, + 95, + 16, + 6, + -1, + -1, + -1, + 127, + -1, + 26, + 12, + 125, + 22, + 1, + 39, + 1, + 20, + 85, + 1, + 71, + -1, + -1, + 0, + 31, + -1, + 71, + 102, + 24, + 25, + 24, + -1, + 3, + -1, + 105, + 2, + 0, + 91, + 61, + 58, + 1, + 28, + 108, + 13, + -1, + -1, + 69, + 2, + -1, + -1, + 20, + 12, + 34, + -1, + -1, + 83, + 1, + -1, + -1, + 3, + -1, + 85, + 1, + 0, + -1, + 15, + 4, + 29, + 8, + 16, + 57, + 140, + 1, + 40, + 14, + 14, + 89, + 8, + 52, + -1, + 8, + 163, + 12, + 0, + -1, + -1, + 49, + 102, + 108, + 57, + -1, + -1, + 2, + -1, + 160, + -1, + 93, + 37, + 50, + -1, + -1, + 31, + 61, + 88, + -1, + 140, + 6, + -1, + -1, + -1, + 77, + 55, + 0, + 14, + -1, + -1, + 143, + 43, + 22, + 6, + 153, + 21, + -1, + 112, + 71, + 13, + -1, + -1, + 34, + 1, + 137, + -1, + -1, + -1, + 27, + 49, + 6, + 3, + 36, + 13, + -1, + 19, + 64, + 24, + 49, + 56, + 71, + 1, + 12, + 15, + 55, + 41, + 81, + -1, + 83, + 32, + 105, + 17, + -1, + -1, + 66, + 5, + 41, + 2, + 42, + -1, + 43, + -1, + 5, + 25, + -1, + -1, + 19, + -1, + 59, + 116, + 153, + -1, + 44, + -1, + 20, + 8, + 44, + 48, + 85, + 0, + 134, + 23, + -1, + 32, + -1, + 37, + 18, + 43, + 14, + 112, + 26, + -1, + 6, + -1, + -1, + 93, + -1, + 57, + 42, + 41, + -1, + -1, + 17, + 100, + -1, + 155, + 61, + -1, + 161, + 24, + 64, + 60, + -1, + 144, + 41, + 30, + 73, + 33, + 93, + -1, + -1, + 105, + 4, + -1, + 21, + -1, + 95, + 3, + -1, + -1, + 21, + 37, + 1, + 42, + 0, + 83, + -1, + 2, + 20, + -1, + -1, + -1, + 0, + 97, + -1, + 38, + -1, + 24, + 88, + -1, + -1, + 20, + -1, + -1, + 43, + 15, + 3, + 3, + 53, + -1, + 6, + 5, + 9, + 5, + 3, + 5, + 5, + 14, + 1, + 51, + -1, + 16, + 38, + 131, + -1, + 61, + -1, + -1, + 5, + 12, + 5, + 35, + -1, + 49, + 128, + 4, + 79, + 66, + 15, + 70, + 6, + 2, + 15, + -1, + -1, + 76, + -1, + 12, + -1, + 6, + 1, + 63, + 5, + -1, + -1, + 91, + 78, + 81, + 81, + -1, + -1, + 2, + 51, + 15, + 56, + 27, + 56, + 27, + 27, + 1, + 60, + 21, + 27, + 19, + -1, + 12, + 12, + 81, + 20, + -1, + -1, + 21, + -1, + 27, + 27, + -1, + -1, + 5, + 4, + 5, + 148, + 148, + 21, + -1, + -1, + 1, + -1, + -1, + 56, + 0, + 93, + -1, + 78, + 6, + 6, + -1, + 18, + -1, + 20, + 46, + 61, + 56, + -1, + 35, + -1, + 18, + 0, + -1, + 70, + 6, + -1, + 142, + 19, + -1, + 13, + -1, + 1, + 16, + 1, + -1, + 105, + -1, + -1, + 6, + -1, + 38, + 146, + 37, + -1, + -1, + 11, + 145, + 145, + 13, + -1, + 92, + 33, + 11, + 1, + 19, + 56, + -1, + 56, + 28, + -1, + 2, + 51, + 1, + 42, + 0, + -1, + 85, + 17, + -1, + 28, + -1, + 4, + -1, + 11, + 11, + 11, + 1, + 19, + 3, + -1, + 43, + 3, + -1, + -1, + 90, + -1, + 68, + 20, + -1, + -1, + -1, + 16, + 151, + -1, + 0, + 91, + -1, + 163, + -1, + 49, + 11, + 3, + -1, + 122, + -1, + -1, + -1, + 13, + 4, + 69, + 13, + 9, + -1, + -1, + -1, + 94, + -1, + 36, + -1, + -1, + 82, + -1, + -1, + 113, + -1, + -1, + -1, + 6, + -1, + 41, + 89, + 5, + -1, + -1, + -1, + 4, + 30, + 0, + -1, + 121, + -1, + 20, + -1, + 115, + 78, + -1, + 51, + 51, + -1, + 51, + -1, + 2, + -1, + 51, + -1, + -1, + 17, + 49, + 0, + 14, + 2, + 4, + -1, + -1, + -1, + 20, + 106, + 1, + -1, + 128, + -1, + 100, + -1, + -1, + 59, + -1, + 1, + 69, + 88, + 70, + 33, + 78, + 55, + 46, + -1, + -1, + 69, + 16, + -1, + -1, + -1, + 6, + 11, + 1, + 32, + 10, + 27, + -1, + 1, + 44, + 68, + -1, + -1, + 9, + 9, + 2, + 63, + -1, + -1, + 32, + 3, + 5, + -1, + 3, + 91, + 91, + 34, + 78, + -1, + 35, + 42, + -1, + -1, + 1, + -1, + 8, + 1, + 1, + -1, + 0, + -1, + -1, + 97, + 14, + 28, + -1, + 0, + -1, + 3, + 2, + 15, + 96, + 79, + -1, + 19, + -1, + 0, + 43, + 33, + 113, + -1, + 6, + 1, + 121, + -1, + 30, + 0, + 53, + -1, + 115, + -1, + -1, + 1, + 78, + 3, + 16, + 131, + 1, + 35, + 3, + 28, + -1, + 69, + 49, + 116, + 1, + 1, + 8, + 2, + -1, + 109, + 8, + 0, + 36, + 54, + -1, + 76, + 28, + 0, + 67, + 2, + 3, + -1, + 24, + 20, + 37, + 0, + 16, + 64, + 154, + 86, + -1, + -1, + 0, + 103, + 48, + 0, + 8, + 3, + 2, + 6, + -1, + 0, + 0, + 20, + 77, + -1, + 155, + 14, + 31, + 38, + 31, + -1, + 17, + 33, + -1, + -1, + 50, + 44, + 0, + 87, + 24, + 52, + -1, + 18, + 8, + 137, + -1, + 56, + -1, + -1, + 4, + 3, + 55, + 103, + -1, + 81, + -1, + -1, + -1, + -1, + -1, + -1, + 151, + -1, + -1, + 145, + 20, + 140, + 49, + 9, + 84, + 30, + 1, + 1, + 21, + 22, + -1, + 28, + 94, + 3, + -1, + 14, + -1, + -1, + 76, + -1, + -1, + -1, + 111, + 14, + 3, + -1, + 30, + 136, + 55, + 55, + -1, + 34, + 34, + 64, + 0, + -1, + 20, + 25, + -1, + 19, + -1, + 3, + 16, + -1, + 49, + 32, + 11, + 14, + 94, + 46, + 25, + 0, + 0, + 89, + 61, + 16, + 1, + 35, + 71, + 42, + 69, + -1, + -1, + 1, + 3, + 156, + 2, + 5, + 4, + 151, + 9, + -1, + 1, + -1, + 17, + 106, + -1, + -1, + 53, + 157, + -1, + -1, + 6, + -1, + -1, + 16, + -1, + -1, + 111, + -1, + 98, + 6, + 16, + 106, + 0, + 69, + 36, + -1, + 1, + 50, + 55, + -1, + -1, + 14, + 3, + 158, + 81, + -1, + 103, + -1, + 0, + 4, + 62, + 28, + 121, + 0, + -1, + -1, + 73, + 8, + 64, + 35, + 63, + 0, + -1, + -1, + 20, + 13, + 139, + -1, + 163, + 143, + 138, + 17, + 77, + -1, + -1, + 0, + 17, + 127, + -1, + 8, + 0, + 0, + -1, + 2, + 55, + 5, + -1, + 30, + 0, + -1, + 57, + 2, + 3, + 13, + 133, + 69, + 6, + 158, + 38, + 31, + 0, + -1, + -1, + 2, + 33, + 29, + 0, + -1, + 17, + -1, + 96, + 22, + 49, + 11, + 97, + 78, + -1, + 3, + 111, + 2, + -1, + -1, + 25, + 21, + 3, + 32, + -1, + 3, + 73, + 4, + 1, + 37, + 157, + 71, + 77, + 53, + -1, + -1, + 31, + 1, + -1, + -1, + 109, + -1, + 32, + 109, + 1, + -1, + -1, + 4, + -1, + -1, + 37, + 1, + -1, + 89, + 62, + 19, + 25, + -1, + 90, + 1, + 6, + 19, + 1, + 0, + -1, + -1, + -1, + -1, + -1, + 27, + 14, + 34, + -1, + 5, + 5, + 58, + 42, + -1, + 2, + 1, + 8, + 23, + 22, + 46, + 31, + 1, + 5, + 72, + 155, + 9, + 2, + 24, + 2, + 2, + 34, + 0, + 3, + 85, + -1, + -1, + 105, + -1, + 4, + 5, + 0, + 38, + 12, + -1, + 1, + 15, + 102, + 0, + 17, + -1, + -1, + -1, + 3, + -1, + 92, + 0, + 53, + 0, + 97, + 0, + 22, + 9, + 100, + 78, + -1, + 87, + 122, + 62, + 34, + 50, + 81, + 9, + -1, + -1, + 0, + 82, + -1, + 9, + 27, + 1, + 1, + -1, + 6, + 0, + 8, + -1, + 143, + -1, + 83, + 5, + 35, + 52, + 62, + 1, + 44, + 2, + -1, + 15, + 105, + 71, + 53, + 70, + -1, + 46, + 69, + 33, + -1, + 13, + 6, + -1, + 0, + 61, + 1, + 1, + -1, + 8, + -1, + 1, + 0, + 26, + 15, + 144, + 47, + 10, + 1, + -1, + 0, + 18, + 7, + 2, + 65, + -1, + -1, + 1, + 24, + -1, + 22, + 147, + -1, + 135, + -1, + 20, + 5, + 5, + 5, + 1, + -1, + 28, + 20, + 1, + 28, + 0, + -1, + 55, + 56, + 68, + 39, + -1, + -1, + 62, + 6, + -1, + 77, + -1, + 60, + 4, + 142, + 16, + 92, + 8, + -1, + -1, + -1, + -1, + -1, + 106, + -1, + 20, + 102, + 9, + -1, + -1, + 52, + 19, + 52, + 6, + 6, + 2, + 28, + 3, + -1, + 10, + 1, + 56, + -1, + 9, + -1, + 6, + 41, + -1, + 8, + 136, + 14, + -1, + -1, + 2, + -1, + 1, + -1, + -1, + -1, + 54, + 15, + 57, + 57, + 6, + -1, + -1, + 12, + 93, + -1, + 33, + 5, + 4, + 4, + -1, + -1, + 52, + -1, + 159, + 64, + 28, + 31, + 11, + 108, + -1, + -1, + 92, + 5, + -1, + -1, + 51, + 18, + 28, + -1, + 8, + 86, + -1, + -1, + 0, + -1, + 46, + 130, + 119, + 66, + 7, + -1, + 82, + -1, + 49, + 44, + 0, + -1, + 4, + -1, + -1, + 59, + -1, + 8, + 1, + 93, + 4, + 94, + 0, + 14, + 18, + -1, + 147, + 108, + 0, + 0, + 127, + 21, + 157, + 30, + -1, + 45, + 97, + -1, + -1, + 88, + 1, + -1, + 0, + -1, + 139, + 102, + 56, + 0, + -1, + 43, + 4, + 30, + -1, + 37, + -1, + -1, + 12, + -1, + 5, + -1, + 50, + 34, + 1, + -1, + 42, + 143, + -1, + -1, + 0, + -1, + 2, + 22, + 8, + -1, + 52, + 2, + 4, + 70, + 39, + 72, + 42, + 6, + 50, + -1, + -1, + 24, + -1, + 0, + -1, + 34, + -1, + 28, + -1, + 64, + 11, + 57, + -1, + 57, + 2, + 20, + -1, + 3, + -1, + 89, + 125, + -1, + -1, + -1, + -1, + 29, + 92, + 11, + 17, + 86, + 37, + 93, + -1, + -1, + -1, + 56, + 22, + -1, + 36, + 64, + 3, + -1, + 72, + 6, + 11, + 16, + 64, + 20, + 3, + 24, + 0, + -1, + 142, + 37, + -1, + 60, + 96, + 33, + 104, + -1, + -1, + 64, + 26, + 6, + 101, + 64, + 6, + 136, + -1, + 6, + 108, + -1, + 27, + 28, + 8, + 13, + -1, + 96, + -1, + -1, + 2, + 80, + 20, + 22, + 4, + 153, + -1, + -1, + 26, + -1, + 46, + 12, + 75, + 2, + 11, + 48, + 142, + -1, + 0, + 160, + 32, + 1, + -1, + 30, + 48, + 3, + 27, + 13, + 0, + 2, + -1, + 43, + 41, + 141, + 122, + -1, + 128, + 38, + 4, + -1, + 21, + 1, + 74, + 44, + -1, + -1, + -1, + 52, + 58, + 3, + 3, + 49, + 0, + 0, + -1, + -1, + 75, + 107, + 27, + 85, + 0, + 122, + 2, + 10, + 46, + 56, + -1, + -1, + 27, + 20, + 124, + -1, + 110, + -1, + 3, + 27, + -1, + -1, + 11, + -1, + -1, + 52, + 38, + -1, + 4, + 23, + 77, + 2, + 69, + 80, + 0, + -1, + 11, + 12, + 94, + 32, + 28, + 0, + -1, + 136, + -1, + 20, + -1, + -1, + -1, + -1, + -1, + -1, + 91, + 5, + 106, + 16, + 84, + 44, + -1, + 88, + -1, + -1, + 0, + 141, + -1, + 136, + 11, + 5, + -1, + -1, + 8, + 8, + -1, + 75, + -1, + 121, + -1, + 94, + 19, + 92, + 109, + 92, + -1, + 0, + 2, + 2, + 107, + 2, + 2, + 2, + 13, + -1, + -1, + 3, + 5, + 137, + 8, + 116, + -1, + -1, + 4, + -1, + 0, + 31, + 6, + 127, + 8, + 105, + -1, + 34, + 83, + -1, + -1, + 30, + 10, + -1, + 22, + 111, + 28, + -1, + 41, + 61, + 56, + 12, + 78, + 13, + 54, + 54, + 20, + 85, + -1, + 5, + -1, + 22, + -1, + 83, + 106, + 20, + 38, + -1, + 1, + 5, + 37, + 31, + 20, + 28, + 93, + 3, + 106, + 0, + -1, + 24, + -1, + 31, + 5, + 77, + 4, + 30, + 157, + -1, + -1, + 139, + -1, + 143, + 19, + -1, + 4, + -1, + -1, + 78, + 5, + -1, + 109, + 19, + -1, + 21, + 56, + 18, + 13, + 31, + 0, + -1, + 1, + 15, + 20, + 41, + 61, + -1, + -1, + 12, + 73, + 62, + 0, + -1, + 0, + 34, + 22, + 3, + 9, + -1, + 24, + 126, + 38, + 33, + 11, + 52, + 75, + 4, + -1, + 62, + 95, + -1, + 81, + 17, + 162, + 0, + -1, + 109, + -1, + 3, + 3, + 135, + 29, + 111, + 116, + 106, + -1, + -1, + 46, + -1, + -1, + 96, + -1, + 64, + 11, + 2, + -1, + -1, + 147, + 153, + 140, + -1, + 2, + 2, + 31, + -1, + 124, + 54, + 94, + 115, + 156, + -1, + -1, + 111, + -1, + 4, + 5, + 84, + -1, + 1, + 82, + 80, + -1, + 8, + -1, + -1, + 58, + 46, + 3, + 140, + -1, + 0, + 88, + -1, + 33, + 111, + 5, + 66, + 5, + -1, + -1, + 0, + 0, + 1, + 86, + 4, + -1, + 53, + -1, + 34, + -1, + -1, + 3, + 12, + 70, + -1, + 20, + 103, + 45, + -1, + -1, + 71, + -1, + 4, + 57, + -1, + 131, + -1, + -1, + 5, + 50, + 155, + 24, + -1, + -1, + 5, + -1, + 62, + 1, + 11, + 21, + 18, + 16, + -1, + 53, + 83, + -1, + -1, + 2, + 2, + 42, + 87, + -1, + 6, + 17, + -1, + 16, + -1, + 30, + -1, + 43, + 128, + 46, + 42, + 53, + -1, + 55, + 22, + 9, + 8, + 3, + 38, + 14, + 21, + -1, + 5, + 17, + -1, + 22, + 69, + 5, + 97, + -1, + 20, + 1, + -1, + -1, + 63, + 2, + 47, + 1, + 1, + 53, + 36, + -1, + 158, + 12, + 3, + -1, + 22, + 7, + 1, + 48, + 6, + 3, + -1, + 2, + 27, + -1, + 43, + 70, + 38, + -1, + 19, + -1, + -1, + -1, + 2, + -1, + 109, + 1, + 127, + -1, + 135, + -1, + -1, + -1, + 1, + 115, + 1, + 115, + 4, + 3, + 46, + -1, + -1, + 153, + 2, + -1, + 14, + 2, + 47, + -1, + -1, + 130, + 4, + -1, + 115, + 1, + 1, + -1, + 9, + -1, + 5, + 2, + 109, + 46, + -1, + 1, + 0, + -1, + 10, + -1, + 3, + 0, + 85, + 124, + 0, + 61, + -1, + 98, + 5, + 112, + 62, + 122, + 96, + 10, + 82, + 1, + 63, + 29, + -1, + -1, + 23, + 3, + 30, + -1, + 29, + -1, + 77, + 13, + -1, + 52, + -1, + -1, + 135, + -1, + 4, + -1, + -1, + 52, + -1, + -1, + -1, + -1, + 84, + 43, + 82, + 93, + 23, + 149, + 27, + 0, + 16, + -1, + 91, + 23, + 159, + -1, + -1, + -1, + 82, + -1, + 140, + -1, + 0, + -1, + 6, + 160, + 92, + -1, + 3, + -1, + 2, + 107, + 64, + -1, + -1, + 0, + 50, + -1, + 0, + -1, + 32, + 8, + 3, + 63, + -1, + 33, + -1, + 66, + 8, + 27, + 6, + -1, + 90, + 54, + 63, + 154, + -1, + 5, + 96, + 98, + -1, + 6, + 81, + -1, + 56, + 59, + 156, + 48, + 0, + 43, + 43, + -1, + 34, + 69, + 55, + 52, + 2, + 11, + 6, + 15, + 24, + 14, + 10, + -1, + 118, + 33, + 3, + 108, + -1, + 89, + 102, + 156, + 1, + 63, + 123, + 89, + -1, + -1, + 3, + 5, + 14, + 0, + 2, + 17, + -1, + -1, + 20, + -1, + 17, + 29, + 7, + -1, + 4, + 157, + -1, + 22, + 25, + -1, + -1, + -1, + 13, + -1, + -1, + 8, + 9, + 6, + -1, + 15, + 2, + -1, + 12, + 84, + 11, + -1, + 77, + 0, + -1, + -1, + -1, + 137, + 4, + 110, + 59, + 107, + 30, + 0, + -1, + 153, + -1, + -1, + -1, + 0, + -1, + -1, + 49, + -1, + 30, + -1, + 108, + 144, + 142, + -1, + 160, + 114, + -1, + 135, + 70, + -1, + -1, + -1, + -1, + -1, + 117, + 22, + 20, + 93, + 108, + -1, + 144, + 139, + 27, + 49, + 0, + -1, + 1, + 9, + 137, + 15, + 162, + 5, + 90, + -1, + -1, + 1, + 14, + 36, + 22, + 5, + -1, + -1, + 12, + -1, + 64, + 14, + 157, + 17, + 22, + 17, + 12, + 108, + -1, + -1, + 85, + 4, + -1, + 17, + 14, + 71, + 132, + -1, + -1, + -1, + -1, + -1, + -1, + 4, + 59, + 9, + -1, + -1, + 75, + 8, + 19, + 23, + 6, + 3, + -1, + 8, + 5, + 0, + 44, + 94, + 1, + 2, + 114, + 5, + -1, + -1, + -1, + 8, + 48, + -1, + 22, + -1, + 6, + 1, + -1, + -1, + 46, + 12, + -1, + 61, + 76, + -1, + 137, + -1, + 137, + 68, + 64, + -1, + 0, + 75, + 49, + 160, + -1, + -1, + 14, + 2, + 64, + -1, + 159, + -1, + 0, + 91, + 0, + 30, + 30, + -1, + 0, + -1, + -1, + 22, + -1, + 135, + -1, + 31, + 4, + 50, + -1, + -1, + 102, + -1, + -1, + -1, + 110, + 39, + 13, + 9, + 17, + 24, + -1, + 24, + 0, + 22, + 10, + 9, + -1, + -1, + -1, + 22, + -1, + 22, + 17, + 22, + 1, + 0, + 50, + 84, + 9, + 5, + 10, + -1, + 2, + 3, + 46, + 101, + 24, + 60, + 42, + 2, + -1, + 2, + -1, + -1, + 100, + 68, + 89, + 17, + 74, + 22, + 12, + -1, + 75, + -1, + 33, + 19, + -1, + -1, + 52, + 111, + 33, + -1, + 29, + 2, + 61, + -1, + -1, + 9, + 132, + -1, + -1, + 12, + 17, + -1, + -1, + -1, + 0, + 9, + 14, + 124, + 34, + 48, + 89, + -1, + 1, + 30, + 33, + 77, + 19, + 82, + -1, + -1, + 57, + -1, + 3, + -1, + 9, + 47, + -1, + 9, + 13, + 83, + 12, + 1, + 0, + -1, + 0, + -1, + 0, + 0, + 139, + 1, + 2, + 56, + 7, + 8, + 2, + -1, + 0, + 27, + 10, + 49, + 2, + -1, + -1, + -1, + 103, + -1, + 95, + 78, + -1, + -1, + 147, + 3, + -1, + -1, + 3, + 77, + -1, + -1, + 42, + 21, + -1, + -1, + 30, + 121, + 5, + 32, + -1, + 2, + -1, + 0, + 121, + 10, + -1, + -1, + 20, + 44, + 76, + 16, + 103, + 30, + 30, + 20, + -1, + 54, + 116, + -1, + 66, + 10, + -1, + 5, + 7, + 130, + 23, + 6, + 66, + 66, + 72, + -1, + 2, + 0, + 129, + 66, + 77, + 24, + 66, + 2, + -1, + 14, + 14, + -1, + 13, + 6, + 10, + 70, + 6, + 85, + -1, + 4, + 53, + 12, + -1, + 12, + 58, + 54, + 0, + 4, + 38, + 20, + -1, + 48, + 2, + 0, + -1, + -1, + 21, + -1, + -1, + 13, + -1, + -1, + -1, + 64, + -1, + 95, + -1, + 12, + 2, + -1, + -1, + 21, + 21, + -1, + 38, + 34, + 46, + 42, + 46, + 36, + 21, + 115, + 37, + -1, + 104, + -1, + 54, + -1, + 1, + 77, + 11, + 3, + 2, + -1, + -1, + 6, + -1, + 21, + 5, + -1, + 12, + -1, + 65, + 41, + 18, + 78, + 29, + 115, + -1, + -1, + 0, + 84, + 2, + -1, + 88, + -1, + 20, + -1, + 15, + 16, + 115, + -1, + 111, + 4, + 40, + 0, + 8, + 37, + -1, + 81, + -1, + 9, + 82, + -1, + -1, + -1, + 20, + 80, + 0, + -1, + -1, + 3, + 33, + 61, + 39, + -1, + 5, + 0, + 68, + -1, + 115, + 29, + 4, + -1, + 17, + 20, + 14, + 14, + 117, + 4, + 5, + 2, + 4, + -1, + 17, + 14, + 27, + 50, + 9, + 96, + 23, + 98, + 85, + 2, + 1, + -1, + -1, + -1, + -1, + -1, + 25, + 84, + 4, + 7, + -1, + 4, + -1, + 4, + 4, + 85, + -1, + 31, + 139, + 78, + 4, + 15, + 22, + 60, + 1, + 0, + -1, + -1, + 4, + -1, + 54, + 16, + 2, + 5, + 71, + 16, + 22, + 1, + 28, + 1, + 13, + 47, + 21, + -1, + 1, + 1, + 80, + 143, + 42, + 21, + -1, + -1, + 107, + -1, + 81, + 8, + 1, + -1, + 34, + -1, + -1, + 1, + 8, + -1, + 1, + 158, + 26, + -1, + 49, + -1, + 42, + 14, + 1, + 29, + 123, + 30, + 2, + 1, + 38, + -1, + -1, + 9, + 36, + 15, + 1, + 127, + 98, + 121, + 117, + 84, + 27, + -1, + -1, + -1, + 21, + -1, + -1, + 31, + 0, + 1, + -1, + -1, + 161, + 17, + 32, + -1, + -1, + 88, + -1, + 1, + -1, + -1, + 0, + 44, + -1, + -1, + 34, + 0, + 12, + -1, + -1, + 102, + 16, + 139, + -1, + -1, + 16, + -1, + 135, + 10, + 13, + 1, + -1, + 17, + 82, + 1, + -1, + 0, + -1, + 0, + 3, + 37, + -1, + -1, + 3, + 9, + 0, + 89, + -1, + -1, + 16, + 36, + 48, + -1, + 37, + 5, + 69, + 9, + 37, + 3, + -1, + 159, + 0, + 141, + 0, + -1, + 1, + 38, + 0, + 11, + 0, + -1, + 8, + -1, + -1, + -1, + -1, + 5, + 51, + 3, + -1, + 27, + -1, + 32, + -1, + -1, + 1, + -1, + -1, + 58, + -1, + 1, + 1, + 20, + -1, + 16, + -1, + 101, + 64, + -1, + -1, + -1, + -1, + -1, + 13, + 58, + 8, + 48, + 35, + -1, + 11, + 7, + -1, + 25, + -1, + 2, + 91, + -1, + 1, + 43, + 18, + -1, + 11, + 1, + -1, + -1, + 4, + -1, + 96, + 61, + 37, + 27, + 0, + 0, + 57, + 82, + -1, + -1, + -1, + 72, + -1, + 27, + -1, + 33, + -1, + 0, + 2, + 0, + 4, + 1, + -1, + 61, + -1, + 0, + -1, + 87, + -1, + 30, + 7, + 16, + 16, + 3, + -1, + 137, + 43, + 45, + 3, + 84, + -1, + 53, + 30, + -1, + 26, + 68, + -1, + -1, + -1, + 56, + -1, + 8, + -1, + 4, + 0, + 3, + 76, + 2, + 110, + 157, + 0, + -1, + 95, + 11, + 6, + 80, + 10, + 23, + -1, + -1, + -1, + -1, + -1, + 66, + 153, + -1, + -1, + -1, + 7, + 0, + 75, + -1, + 34, + 163, + -1, + 26, + 17, + -1, + -1, + 18, + 46, + 46, + 8, + -1, + 2, + 109, + 12, + 0, + 37, + 50, + 27, + 30, + -1, + 59, + 74, + 1, + -1, + -1, + 59, + 35, + 110, + 145, + 92, + 11, + 14, + 4, + 35, + 114, + 50, + -1, + -1, + 146, + -1, + 69, + 13, + 29, + -1, + 1, + -1, + 91, + -1, + 9, + 8, + -1, + -1, + 1, + -1, + -1, + -1, + 120, + 11, + -1, + 95, + 3, + 16, + 4, + -1, + 84, + -1, + 0, + -1, + -1, + 92, + 21, + -1, + 0, + 29, + 127, + 3, + 11, + 133, + -1, + 9, + 3, + 30, + 21, + -1, + 6, + 130, + 13, + -1, + 0, + -1, + 80, + -1, + 0, + -1, + -1, + 15, + -1, + 9, + -1, + 75, + 13, + 58, + -1, + 0, + 38, + 78, + 0, + -1, + 4, + 57, + 64, + 0, + 153, + 47, + -1, + 22, + 3, + 53, + -1, + -1, + 16, + 43, + 0, + 27, + 0, + 25, + 97, + 0, + 6, + 10, + 1, + 14, + -1, + 0, + 17, + 22, + 72, + -1, + 26, + 44, + 49, + 16, + -1, + -1, + 48, + 76, + 81, + 12, + 36, + 73, + 30, + 1, + -1, + 34, + -1, + 95, + 47, + 52, + 22, + 1, + -1, + 45, + 5, + 12, + 2, + -1, + 0, + 157, + 21, + 24, + -1, + 20, + 70, + 22, + -1, + 3, + -1, + -1, + -1, + -1, + -1, + 36, + 14, + 76, + 47, + 7, + -1, + -1, + 47, + 24, + -1, + -1, + 11, + 2, + -1, + 17, + 19, + 25, + 17, + 2, + 59, + 57, + -1, + 52, + 24, + 142, + 3, + 43, + -1, + 155, + 13, + 1, + 57, + 106, + 14, + 104, + 4, + 44, + 2, + 28, + 0, + 15, + 77, + 38, + 100, + 1, + 24, + 117, + 35, + -1, + 156, + 8, + 22, + 3, + 143, + 13, + -1, + 14, + 53, + 6, + -1, + 2, + 0, + 151, + -1, + 108, + -1, + 33, + 37, + -1, + 0, + -1, + -1, + 12, + 27, + 61, + 3, + -1, + -1, + -1, + -1, + 16, + -1, + 39, + 106, + 16, + 93, + 3, + 147, + 11, + -1, + 114, + 0, + 52, + 12, + 2, + 4, + 104, + -1, + 27, + 1, + 4, + 25, + 38, + 1, + 0, + 2, + 159, + 45, + 92, + 130, + 101, + 66, + 36, + 57, + -1, + -1, + -1, + 26, + -1, + -1, + 5, + 46, + 30, + 0, + -1, + -1, + 13, + 13, + 26, + 3, + 75, + 27, + -1, + 21, + 47, + 63, + -1, + -1, + -1, + 115, + 60, + 17, + 6, + 9, + 49, + -1, + -1, + -1, + 5, + 24, + 1, + 58, + 90, + 0, + 1, + -1, + 11, + 47, + 8, + 0, + 43, + -1, + -1, + -1, + 1, + 79, + 1, + -1, + -1, + -1, + 125, + -1, + -1, + 14, + 42, + -1, + 15, + 65, + -1, + 161, + 1, + 29, + -1, + 2, + 70, + 9, + -1, + 46, + 12, + 1, + 47, + 44, + 7, + 161, + -1, + 93, + 26, + 48, + 2, + 47, + 117, + 40, + -1, + -1, + -1, + -1, + 0, + 1, + 111, + 17, + 7, + -1, + -1, + 25, + -1, + 3, + 7, + -1, + 83, + -1, + 0, + 19, + 30, + 39, + -1, + 23, + -1, + 19, + 91, + 15, + 46, + -1, + -1, + -1, + -1, + -1, + -1, + 1, + 3, + -1, + 44, + 29, + 26, + 59, + 43, + 37, + 37, + -1, + -1, + -1, + 3, + 97, + 24, + -1, + 110, + -1, + 106, + 12, + 4, + -1, + 38, + 4, + -1, + -1, + 3, + 55, + -1, + 2, + 111, + -1, + 103, + 79, + 137, + -1, + -1, + 11, + 42, + 10, + 122, + 55, + 23, + 4, + 18, + 0, + -1, + 0, + 25, + -1, + -1, + 7, + 52, + 32, + -1, + 5, + 60, + 3, + 7, + 121, + -1, + 50, + 39, + 7, + -1, + 16, + -1, + -1, + 34, + 4, + 31, + 75, + 0, + 19, + 107, + -1, + -1, + 18, + 0, + 8, + 3, + -1, + 0, + 35, + 2, + 11, + -1, + -1, + -1, + -1, + -1, + 50, + 4, + 8, + -1, + -1, + 0, + -1, + 44, + 35, + -1, + 2, + 72, + 4, + 0, + 13, + -1, + 29, + 5, + 0, + 26, + -1, + -1, + 0, + 52, + 41, + -1, + 22, + -1, + 14, + 23, + 14, + -1, + -1, + 44, + 23, + 68, + 41, + -1, + -1, + -1, + 8, + 72, + -1, + -1, + 4, + 75, + -1, + 44, + -1, + 81, + 52, + -1, + -1, + 21, + 40, + -1, + 26, + 0, + 52, + 71, + 98, + -1, + -1, + 50, + 121, + 54, + 44, + 153, + -1, + 103, + 52, + -1, + 138, + 1, + 2, + 2, + 6, + 2, + -1, + -1, + 30, + 113, + 14, + 0, + 14, + 60, + 60, + 2, + -1, + -1, + 25, + 1, + 33, + -1, + 23, + 72, + -1, + -1, + 72, + 46, + 12, + 66, + -1, + -1, + -1, + 36, + 156, + 4, + -1, + -1, + 11, + 5, + 5, + -1, + 138, + -1, + 5, + -1, + 22, + -1, + -1, + -1, + -1, + 2, + 13, + 2, + -1, + 13, + -1, + 15, + 2, + -1, + -1, + 99, + 55, + 147, + -1, + -1, + 22, + 71, + 31, + 7, + 2, + 116, + 26, + 84, + -1, + -1, + 17, + -1, + -1, + 123, + 9, + -1, + 42, + 37, + -1, + 67, + -1, + -1, + 160, + 126, + 39, + 5, + 42, + -1, + 85, + 6, + 97, + 12, + 0, + -1, + 0, + 123, + -1, + 77, + 100, + 2, + 31, + 149, + 0, + 8, + -1, + 96, + 23, + 75, + 19, + 3, + 17, + 2, + 2, + -1, + -1, + 147, + 5, + 47, + 19, + -1, + -1, + -1, + -1, + 11, + 63, + 14, + 132, + 5, + 22, + -1, + 33, + 63, + -1, + 13, + 54, + 135, + -1, + 16, + 38, + 7, + 96, + 3, + -1, + 2, + 26, + 0, + -1, + 2, + 0, + -1, + 26, + -1, + 149, + 110, + 88, + 28, + 107, + 80, + -1, + -1, + -1, + 0, + -1, + 3, + 22, + 49, + 103, + -1, + 28, + -1, + 11, + 4, + 54, + -1, + 60, + 0, + -1, + -1, + 18, + 26, + -1, + 0, + 84, + 0, + 8, + 14, + -1, + 27, + 37, + 139, + 156, + 25, + -1, + -1, + 139, + -1, + -1, + 11, + 3, + 89, + 5, + 6, + 48, + -1, + 148, + -1, + 26, + 62, + -1, + 24, + -1, + 2, + -1, + 70, + 13, + -1, + 69, + -1, + -1, + 14, + 4, + 3, + 60, + 90, + 66, + -1, + 59, + 3, + 26, + -1, + 17, + 13, + 0, + 4, + -1, + 8, + 55, + 4, + 3, + 54, + 26, + 71, + 71, + 132, + 3, + 50, + 34, + 22, + 24, + -1, + 84, + 4, + 150, + 33, + 5, + -1, + 19, + 6, + 99, + 32, + 26, + -1, + -1, + 41, + 68, + 29, + 3, + -1, + 16, + -1, + 7, + 5, + -1, + 44, + -1, + -1, + 3, + 90, + 57, + -1, + 69, + -1, + -1, + -1, + -1, + 50, + -1, + 4, + -1, + 71, + -1, + 0, + 101, + 2, + 85, + 1, + 3, + -1, + -1, + 0, + 20, + 82, + -1, + 48, + 71, + -1, + 46, + 3, + 21, + 36, + 4, + -1, + 17, + 113, + 2, + -1, + 97, + 8, + 71, + 2, + 34, + 41, + 91, + -1, + 15, + -1, + -1, + -1, + 37, + -1, + 88, + 132, + 149, + 0, + 7, + 53, + 149, + -1, + 58, + 41, + 13, + -1, + 28, + 157, + -1, + 132, + 40, + 25, + -1, + 4, + 0, + -1, + 132, + -1, + -1, + 35, + -1, + 78, + 159, + 77, + 58, + -1, + 20, + 25, + 67, + 34, + 147, + -1, + -1, + 2, + -1, + 57, + 14, + 0, + 30, + 5, + 23, + 57, + 0, + 12, + 3, + -1, + -1, + 71, + 95, + -1, + -1, + 39, + 145, + 2, + 48, + -1, + 29, + -1, + 36, + -1, + 16, + 8, + 7, + 42, + -1, + 12, + 39, + -1, + 5, + -1, + 42, + 38, + -1, + 51, + 86, + 41, + -1, + -1, + -1, + -1, + 8, + -1, + 28, + 15, + 1, + 2, + 1, + 101, + 106, + 83, + -1, + 62, + 132, + -1, + -1, + 1, + -1, + -1, + 132, + -1, + 14, + -1, + 8, + 7, + 2, + 2, + 110, + 1, + -1, + 7, + 91, + -1, + 39, + 0, + -1, + 23, + 71, + -1, + -1, + -1, + 3, + 0, + 9, + 66, + 7, + -1, + 0, + 108, + 41, + 39, + 11, + 0, + -1, + 13, + 8, + -1, + -1, + -1, + 82, + -1, + 28, + 40, + 154, + 0, + 3, + -1, + -1, + -1, + 3, + 0, + -1, + 12, + 48, + 0, + -1, + 8, + -1, + 52, + 104, + 16, + 9, + 9, + 135, + 90, + 71, + 71, + 3, + 2, + -1, + 105, + 5, + -1, + 83, + 26, + 0, + 39, + -1, + -1, + 12, + -1, + 6, + 6, + 32, + -1, + -1, + -1, + 5, + -1, + 25, + 36, + 3, + 17, + 92, + 33, + -1, + 0, + 58, + 125, + 41, + 52, + 8, + 50, + 101, + -1, + 25, + 0, + 19, + -1, + 3, + -1, + -1, + 2, + 8, + -1, + -1, + 53, + 2, + 7, + -1, + -1, + 23, + 27, + 41, + 75, + 13, + 0, + -1, + 52, + -1, + -1, + -1, + 60, + 13, + 62, + 7, + 25, + 76, + 157, + 49, + 38, + -1, + 105, + -1, + 27, + -1, + 60, + -1, + 5, + 37, + 50, + 11, + -1, + -1, + -1, + 9, + 14, + 0, + 2, + 50, + -1, + -1, + 8, + 29, + -1, + 1, + -1, + 59, + 9, + 28, + 0, + 3, + 28, + 16, + -1, + 11, + 2, + 2, + -1, + 0, + 0, + 33, + 54, + 11, + 4, + 77, + 26, + 35, + 99, + 22, + -1, + 104, + 34, + 0, + 15, + 2, + 85, + -1, + -1, + 98, + -1, + -1, + 29, + -1, + 8, + -1, + -1, + 30, + 11, + 104, + 121, + 29, + -1, + 41, + 59, + -1, + -1, + 57, + -1, + 7, + 15, + 150, + -1, + 2, + 115, + 76, + 48, + 2, + -1, + 3, + 27, + 5, + 23, + 50, + -1, + 95, + -1, + 103, + 40, + 19, + 17, + 0, + -1, + -1, + 4, + 86, + 2, + -1, + 11, + -1, + 29, + -1, + 13, + 19, + 128, + -1, + -1, + -1, + 44, + 109, + 17, + 0, + 90, + -1, + 11, + -1, + 31, + 2, + -1, + 93, + 8, + 58, + 7, + 20, + 26, + 128, + 13, + -1, + 29, + 29, + 23, + 129, + 7, + 41, + 0, + -1, + 33, + -1, + 11, + 44, + -1, + 83, + -1, + 110, + 0, + -1, + -1, + -1, + -1, + 65, + 19, + 19, + -1, + 59, + 45, + -1, + 9, + -1, + 12, + -1, + 2, + -1, + 8, + 30, + 64, + -1, + 7, + -1, + 0, + 13, + 11, + 24, + -1, + -1, + 33, + 63, + -1, + 0, + 4, + 14, + -1, + -1, + -1, + -1, + 48, + 47, + 69, + 8, + -1, + 28, + 23, + -1, + 144, + -1, + -1, + -1, + 11, + -1, + 72, + 54, + 13, + 0, + 86, + 86, + 39, + 27, + 108, + -1, + 50, + 8, + 31, + 57, + 17, + 28, + 23, + 86, + 8, + 34, + 11, + 37, + -1, + 4, + 86, + -1, + -1, + -1, + 40, + -1, + -1, + 0, + -1, + -1, + 1, + 83, + 4, + 2, + 161, + 37, + 122, + 11, + 0, + 0, + 5, + 4, + 119, + -1, + 2, + 1, + 3, + -1, + -1, + 0, + 75, + -1, + 32, + 54, + 54, + 17, + 46, + 128, + 141, + 2, + -1, + 37, + 94, + 6, + 1, + 19, + 66, + -1, + 0, + -1, + -1, + 25, + -1, + 102, + 4, + 2, + 56, + 51, + 6, + 31, + 23, + 1, + -1, + 137, + 10, + 89, + -1, + 13, + 11, + 1, + -1, + 3, + 2, + -1, + -1, + 32, + -1, + 22, + 2, + 6, + 0, + 0, + 2, + 54, + 4, + -1, + 15, + 0, + 11, + 25, + 10, + 52, + -1, + 7, + 36, + 4, + 11, + 8, + 4, + 97, + 66, + 31, + 15, + -1, + 110, + 61, + -1, + 29, + 3, + -1, + -1, + 52, + 54, + 54, + 54, + 54, + 8, + 0, + -1, + 34, + 50, + 57, + -1, + 0, + -1, + -1, + 4, + -1, + 2, + -1, + -1, + 33, + 44, + -1, + 20, + 32, + 2, + 76, + 57, + 4, + 4, + -1, + -1, + 2, + 8, + 33, + 74, + 0, + 11, + -1, + -1, + 9, + 7, + 39, + 28, + 74, + 3, + 122, + 88, + 38, + -1, + -1, + 78, + -1, + 64, + -1, + -1, + 13, + 60, + -1, + 82, + 66, + -1, + -1, + 14, + 14, + -1, + 30, + 19, + 90, + -1, + 3, + 0, + -1, + -1, + 7, + 42, + 52, + -1, + -1, + 5, + -1, + 9, + 66, + -1, + 26, + 40, + 83, + 5, + 100, + 0, + 1, + 12, + 12, + -1, + 68, + -1, + 9, + 14, + 3, + 90, + -1, + 17, + 0, + -1, + 98, + 25, + 48, + 0, + 64, + 132, + 0, + 58, + -1, + -1, + 0, + 50, + 7, + 17, + 0, + -1, + -1, + 3, + -1, + -1, + 90, + 90, + 76, + 2, + 39, + 146, + 63, + 1, + 146, + 128, + 79, + 35, + -1, + 7, + -1, + 0, + 2, + 71, + 23, + 37, + 0, + 63, + 5, + 86, + 15, + 78, + -1, + 0, + -1, + 152, + 26, + 0, + 82, + 140, + 36, + 44, + 0, + -1, + 108, + 74, + -1, + 111, + 17, + 30, + 29, + 77, + 44, + -1, + 2, + 0, + -1, + 0, + 2, + 12, + 12, + 5, + -1, + -1, + 56, + -1, + -1, + 46, + -1, + 64, + 0, + 3, + 0, + -1, + -1, + 110, + 2, + 95, + -1, + 14, + 64, + 23, + 26, + 3, + -1, + 92, + 0, + -1, + 64, + 72, + 53, + 4, + 76, + 3, + 39, + 2, + 26, + 15, + 11, + 22, + 1, + -1, + 0, + 76, + 16, + 23, + -1, + 46, + 10, + -1, + -1, + 39, + 36, + 64, + 0, + 0, + 9, + 23, + -1, + -1, + -1, + 4, + 107, + -1, + 3, + 103, + -1, + 82, + 138, + -1, + 11, + -1, + 0, + -1, + 11, + 19, + 45, + 102, + 41, + 7, + 40, + 0, + 123, + 96, + 95, + 69, + 2, + 0, + 4, + 129, + -1, + 64, + 21, + 16, + -1, + 7, + 30, + 37, + -1, + -1, + 7, + 7, + 39, + 25, + 0, + 17, + 0, + 7, + -1, + 76, + 56, + -1, + -1, + 14, + 40, + 2, + 7, + -1, + 52, + 0, + 15, + -1, + 33, + -1, + 71, + 0, + 9, + -1, + -1, + -1, + -1, + -1, + -1, + -1, + 54, + 91, + 11, + 34, + 84, + -1, + -1, + 111, + 34, + 26, + 84, + 3, + 39, + 26, + 23, + -1, + 29, + 25, + -1, + 36, + 42, + 40, + 52, + 7, + 10, + 4, + 32, + 25, + 28, + 77, + 0, + 3, + 106, + 3, + 7, + 152, + 30, + 12, + -1, + 20, + 0, + 54, + 39, + -1, + 7, + 0, + -1, + 54, + 2, + 25, + 3, + -1, + -1, + -1, + -1, + 46, + 139, + 3, + 96, + 159, + 10, + 0, + 11, + 56, + 43, + 53, + 10, + -1, + 21, + 5, + -1, + 5, + -1, + -1, + 23, + 42, + 5, + 0, + 0, + 1, + -1, + 29, + 5, + 3, + -1, + 41, + -1, + 0, + 129, + -1, + -1, + -1, + 60, + 134, + 6, + 14, + 3, + 66, + 2, + 2, + 28, + 56, + 142, + -1, + 0, + -1, + 4, + -1, + -1, + 16, + 0, + 89, + 90, + -1, + 64, + 5, + 124, + 19, + -1, + 8, + -1, + 5, + 0, + 36, + 8, + -1, + 61, + 0, + 15, + -1, + -1, + 1, + -1, + 74, + 7, + 0, + -1, + 8, + -1, + -1, + 55, + 14, + 68, + 16, + 55, + -1, + 81, + -1, + 22, + -1, + 84, + 4, + -1, + 86, + 2, + 12, + 101, + 31, + 161, + 41, + 12, + 4, + 27, + -1, + -1, + -1, + 13, + 54, + -1, + 8, + 136, + 23, + -1, + 0, + 162, + 0, + 27, + 53, + -1, + -1, + -1, + 26, + -1, + 45, + 42, + 154, + -1, + 72, + 6, + -1, + 4, + 3, + 40, + 6, + 2, + -1, + 34, + 76, + 9, + -1, + 42, + 99, + 13, + 103, + -1, + 60, + 146, + 6, + -1, + 35, + 16, + -1, + 101, + 2, + -1, + 2, + 14, + 45, + 27, + -1, + 3, + 36, + 53, + 99, + -1, + 0, + -1, + 16, + -1, + 101, + 19, + 18, + -1, + -1, + 3, + 3, + 35, + 2, + 34, + 100, + -1, + 4, + -1, + 20, + 53, + 33, + -1, + 3, + 0, + 65, + -1, + -1, + -1, + 0, + 6, + -1, + 2, + 28, + 3, + 2, + -1, + -1, + 13, + -1, + 34, + 61, + 0, + 64, + 70, + 11, + 3, + 3, + 25, + 15, + 13, + -1, + -1, + -1, + 9, + 31, + -1, + 103, + 22, + 42, + -1, + 23, + 13, + -1, + 123, + 27, + 24, + 45, + 18, + -1, + -1, + 100, + 0, + 79, + 0, + -1, + -1, + 101, + 17, + 31, + 5, + -1, + 88, + 2, + 25, + -1, + -1, + 31, + 31, + 1, + 4, + 25, + 83, + 0, + 100, + -1, + 4, + -1, + 5, + -1, + -1, + 104, + 17, + -1, + 12, + 4, + 23, + 86, + -1, + 48, + -1, + 0, + -1, + -1, + 17, + 101, + 10, + 14, + 36, + 159, + 142, + 3, + 18, + -1, + 81, + 45, + -1, + 9, + 0, + 23, + 2, + -1, + 1, + 36, + -1, + -1, + 21, + 5, + 42, + 24, + 101, + 14, + 4, + 33, + 123, + -1, + 39, + 77, + 19, + 2, + 15, + 89, + -1, + -1, + 63, + 12, + -1, + 3, + 8, + 101, + -1, + -1, + 20, + 7, + 2, + -1, + 3, + 16, + 146, + 105, + 2, + 2, + 7, + 76, + -1, + 7, + -1, + 137, + 2, + 38, + -1, + 18, + -1, + 6, + 36, + 136, + 60, + -1, + 11, + 2, + 2, + 23, + 29, + 146, + 9, + 150, + -1, + 5, + -1, + 1, + 1, + -1, + -1, + -1, + 2, + 32, + 34, + -1, + -1, + 51, + -1, + 16, + -1, + 7, + -1, + 0, + 127, + 85, + -1, + 0, + -1, + -1, + 114, + -1, + -1, + 3, + 2, + -1, + 111, + -1, + 38, + 34, + -1, + -1, + -1, + -1, + -1, + 84, + -1, + 64, + 15, + 7, + 0, + -1, + 40, + 60, + 7, + -1, + 33, + 9, + 107, + -1, + 0, + 31, + -1, + 5, + 38, + -1, + 41, + 14, + -1, + 15, + 6, + 100, + 0, + 58, + -1, + 45, + 95, + 2, + 76, + -1, + 6, + 38, + 53, + 9, + 117, + -1, + -1, + -1, + 32, + 70, + -1, + 47, + 154, + 9, + 28, + 3, + -1, + 46, + 5, + 26, + -1, + 61, + -1, + 2, + 2, + 51, + -1, + 63, + 126, + 107, + -1, + -1, + -1, + -1, + -1, + 7, + -1, + 86, + 4, + 128, + 0, + -1, + 4, + 53, + 126, + 3, + 35, + -1, + 4, + 7, + 62, + -1, + 8, + -1, + 2, + 3, + 76, + -1, + -1, + 3, + -1, + 21, + -1, + -1, + 5, + 21, + -1, + 4, + -1, + 61, + -1, + 10, + 1, + -1, + -1, + -1, + -1, + 17, + 3, + -1, + 97, + 40, + 1, + 9, + 2, + 100, + 14, + 0, + 28, + 11, + 28, + 11, + 45, + 146, + 138, + 74, + 4, + -1, + 12, + 60, + -1, + 4, + 0, + 7, + 105, + 9, + -1, + -1, + 23, + -1, + -1, + 97, + -1, + 0, + -1, + -1, + 22, + 3, + 60, + 33, + -1, + 23, + 2, + -1, + 60, + -1, + -1, + 83, + 162, + 13, + 11, + -1, + 19, + 37, + -1, + -1, + 0, + 7, + 0, + 50, + 1, + 4, + -1, + 4, + 14, + 8, + 123, + -1, + -1, + -1, + 2, + 3, + 9, + 0, + 97, + 34, + 96, + -1, + -1, + 3, + -1, + -1, + -1, + 3, + -1, + 44, + 63, + 122, + 53, + 24, + 4, + 13, + 17, + 5, + -1, + 13, + 2, + -1, + 74, + 59, + 1, + 2, + 75, + 39, + 28, + 72, + 4, + 13, + 83, + 37, + 0, + -1, + 1, + 68, + 1, + 54, + 22, + 15, + 0, + 147, + -1, + 29, + 40, + -1, + -1, + 39, + 4, + 7, + -1, + 16, + 105, + 95, + 45, + 0, + 2, + 5, + 2, + 30, + 1, + -1, + 99, + 3, + 4, + 23, + 4, + 0, + 83, + 7, + -1, + -1, + -1, + -1, + 25, + 60, + 23, + -1, + 95, + 24, + -1, + 0, + 1, + -1, + -1, + -1, + 7, + 8, + 82, + 26, + -1, + 63, + 11, + -1, + 78, + 117, + 2, + 146, + 13, + -1, + 45, + 144, + -1, + -1, + 86, + 40, + 54, + 38, + 35, + 28, + -1, + 63, + -1, + 121, + 8, + 139, + 45, + -1, + -1, + 129, + 0, + -1, + 67, + 69, + -1, + -1, + 63, + 28, + 4, + -1, + 25, + 150, + 36, + -1, + -1, + 17, + 22, + -1, + 5, + 28, + 0, + 0, + -1, + -1, + -1, + 68, + -1, + 47, + 39, + -1, + 134, + 3, + 139, + 52, + 2, + 16, + -1, + 4, + 29, + 0, + 4, + 0, + 125, + 37, + 0, + 26, + 0, + 13, + 42, + 116, + 7, + 0, + 26, + 54, + 2, + 7, + -1, + -1, + 21, + 2, + 19, + -1, + 15, + 7, + 108, + 0, + 27, + -1, + -1, + 82, + -1, + 0, + 42, + 11, + -1, + 126, + -1, + -1, + 12, + -1, + -1, + 113, + 37, + 13, + -1, + 11, + 89, + 89, + 63, + -1, + 48, + -1, + 41, + 31, + 11, + 51, + -1, + 7, + -1, + -1, + 32, + 3, + 138, + -1, + -1, + -1, + -1, + 155, + 10, + 7, + 1, + 161, + 2, + 0, + 159, + -1, + 20, + 12, + 72, + -1, + 85, + 10, + 13, + 3, + 16, + 5, + -1, + 44, + -1, + -1, + 52, + 20, + 147, + -1, + -1, + 32, + -1, + 55, + 82, + 7, + 9, + 113, + 7, + -1, + -1, + -1, + -1, + 4, + 0, + 27, + 15, + 45, + 96, + 11, + 0, + -1, + 84, + 14, + 59, + -1, + 22, + 0, + 121, + -1, + 7, + 37, + -1, + 29, + -1, + -1, + -1, + 11, + 25, + 7, + 29, + 0, + -1, + 60, + 58, + 125, + -1, + 26, + 2, + -1, + 4, + 24, + 17, + 60, + 4, + 98, + -1, + -1, + 27, + 82, + 116, + -1, + 33, + 7, + 6, + -1, + -1, + 2, + -1, + 32, + 14, + -1, + 95, + 0, + 31, + 40, + 19, + -1, + 8, + 41, + 2, + 22, + 28, + -1, + 0, + -1, + 159, + -1, + 0, + 7, + 135, + 26, + -1, + 4, + 37, + 40, + 61, + 40, + -1, + 54, + -1, + 66, + 2, + 5, + 0, + 85, + -1, + 26, + 26, + 7, + -1, + 40, + 46, + 25, + -1, + 2, + -1, + -1, + -1, + 34, + 94, + 52, + 7, + 29, + 0, + 147, + 0, + 14, + 75, + 36, + -1, + 45, + 18, + -1, + 115, + -1, + 2, + 3, + 36, + -1, + 12, + 85, + 23, + 12, + 21, + 57, + 11, + 109, + 0, + 79, + 2, + -1, + 22, + -1, + 26, + 34, + -1, + -1, + 131, + 0, + 12, + 107, + -1, + 134, + 0, + 19, + 12, + -1, + -1, + 105, + 1, + 14, + 2, + -1, + -1, + 2, + 13, + -1, + 129, + 33, + -1, + 2, + 28, + 9, + 56, + -1, + 10, + 85, + -1, + 10, + 0, + 50, + 32, + 15, + -1, + -1, + 3, + 10, + 144, + 36, + 0, + 148, + 148, + 21, + 154, + 4, + 16, + 76, + -1, + 71, + -1, + -1, + -1, + -1, + 47, + 2, + 18, + 36, + -1, + 3, + -1, + 3, + -1, + 59, + 37, + 54, + 84, + 81, + -1, + -1, + 69, + 0, + 27, + -1, + -1, + -1, + 12, + 124, + 4, + 25, + 11, + 65, + 45, + 70, + 90, + 0, + 93, + 14, + 95, + 27, + -1, + 162, + 10, + 29, + 10, + 43, + 89, + 8, + 11, + -1, + 44, + -1, + 9, + 13, + 13, + 3, + 45, + 9, + -1, + 53, + 52, + 5, + 26, + 3, + 3, + -1, + 152, + -1, + -1, + -1, + 6, + 159, + 153, + 17, + 30, + 0, + 0, + 17, + 23, + 33, + -1, + -1, + -1, + 3, + 12, + 26, + -1, + -1, + 47, + 2, + 99, + 133, + -1, + 96, + -1, + 94, + -1, + -1, + 2, + -1, + -1, + -1, + 5, + 105, + 27, + 15, + 82, + -1, + 0, + -1, + -1, + -1, + 10, + 0, + 1, + -1, + -1, + -1, + -1, + -1, + 7, + 66, + 2, + 20, + 19, + 75, + 56, + -1, + -1, + -1, + 100, + 39, + 7, + 1, + 57, + 5, + 33, + 0, + 130, + 52, + -1, + 138, + -1, + 1, + 91, + 9, + 85, + 131, + 0, + -1, + -1, + -1, + -1, + -1, + 40, + 58, + 28, + 4, + -1, + -1, + -1, + 21, + -1, + -1, + -1, + 7, + 69, + 12, + -1, + 28, + 38, + 1, + -1, + 45, + -1, + -1, + 20, + 147, + 9, + -1, + 35, + -1, + -1, + 129, + 28, + 62, + 62, + 1, + 17, + 103, + 61, + 14, + 34, + 113, + 28, + 152, + 7, + 127, + 75, + 61, + 0, + 105, + 21, + 19, + 21, + 7, + 9, + -1, + 1, + 2, + 54, + 2, + 39, + 18, + 9, + -1, + 13, + 40, + 36, + -1, + 129, + 4, + 15, + -1, + -1, + -1, + -1, + -1, + 57, + -1, + -1, + 110, + 29, + 1, + -1, + 128, + -1, + 3, + -1, + -1, + -1, + 20, + 123, + 0, + 2, + 5, + 75, + 2, + -1, + -1, + -1, + 56, + 90, + 67, + 40, + 0, + -1, + 47, + -1, + 3, + -1, + -1, + -1, + 99, + 100, + -1, + -1, + -1, + 4, + 0, + 0, + 14, + 2, + 72, + 36, + -1, + 11, + 104, + 31, + -1, + -1, + -1, + -1, + 66, + 117, + 33, + 11, + -1, + -1, + 29, + -1, + 123, + 162, + 15, + -1, + -1, + 2, + 22, + 0, + -1, + 12, + -1, + -1, + -1, + -1, + -1, + 15, + 111, + 3, + -1, + 0, + 83, + 6, + 35, + 14, + -1, + 48, + -1, + 130, + 1, + -1, + -1, + 34, + 106, + 1, + 25, + 100, + -1, + 20, + 62, + 27, + 28, + 2, + 2, + 58, + 77, + -1, + 32, + 81, + 7, + 46, + 12, + 39, + -1, + 0, + -1, + 33, + -1, + 0, + 0, + 10, + 75, + 24, + -1, + -1, + 99, + -1, + 40, + -1, + 5, + 78, + -1, + -1, + 26, + -1, + 4, + -1, + -1, + 1, + 4, + -1, + 4, + -1, + 8, + 0, + 101, + 25, + -1, + 117, + 106, + -1, + -1, + -1, + -1, + 53, + 6, + -1, + -1, + -1, + 2, + -1, + -1, + 2, + 10, + 12, + 23, + 45, + 29, + 3, + 9, + 22, + 92, + 45, + -1, + 4, + 108, + -1, + 61, + -1, + 2, + -1, + 16, + 104, + -1, + 14, + -1, + -1, + -1, + 103, + 101, + 3, + -1, + -1, + 33, + 129, + -1, + 31, + -1, + 126, + 114, + 62, + -1, + -1, + 62, + 62, + 3, + 2, + 62, + 1, + 152, + -1, + 47, + 47, + 62, + -1, + 47, + -1, + 4, + 39, + 26, + 69, + -1, + -1, + 47, + 112, + 3, + -1, + 5, + -1, + 40, + -1, + -1, + 43, + 40, + 6, + 1, + -1, + 158, + 152, + -1, + 163, + 4, + -1, + 92, + -1, + 100, + 47, + 113, + 47, + 4, + 7, + 84, + 118, + 62, + 10, + 59, + 63, + 127, + -1, + 26, + -1, + -1, + 1, + -1, + 7, + -1, + 55, + 107, + 31, + 80, + 94, + 3, + 36, + -1, + 39, + -1, + -1, + 9, + 62, + -1, + 24, + 50, + -1, + -1, + 33, + -1, + -1, + 11, + 16, + -1, + 28, + 47, + 3, + -1, + -1, + 10, + -1, + -1, + -1, + -1, + -1, + 3, + 27, + 5, + 100, + 25, + 20, + 123, + -1, + -1, + -1, + 47, + 66, + 4, + 0, + 82, + 44, + 0, + -1, + -1, + 5, + 17, + -1, + 88, + -1, + 3, + 33, + -1, + 63, + 152, + 3, + 152, + 117, + 152, + 30, + -1, + 74, + 5, + 11, + -1, + 23, + 58, + 35, + 113, + -1, + 2, + -1, + 62, + 131, + 152, + 32, + -1, + 0, + 95, + 2, + 83, + 99, + 43, + 68, + 8, + 5, + -1, + 3, + -1, + 146, + -1, + 3, + 53, + -1, + 8, + 2, + 3, + 9, + 18, + 47, + 127, + 15, + 0, + 3, + -1, + 88, + 29, + 12, + -1, + -1, + 27, + 52, + -1, + 62, + 113, + 5, + 118, + -1, + 163, + 62, + 58, + -1, + -1, + 77, + -1, + -1, + 100, + 41, + 6, + 64, + -1, + 9, + 2, + 26, + -1, + 3, + 40, + 0, + 152, + -1, + 8, + 85, + -1, + 30, + 58, + 118, + 0, + -1, + 48, + 29, + -1, + -1, + -1, + 142, + 2, + 30, + -1, + 2, + -1, + 63, + 29, + 14, + 123, + -1, + 14, + 13, + 7, + -1, + 0, + 91, + 29, + 160, + 0, + 2, + 104, + 45, + -1, + 4, + 36, + 36, + 39, + -1, + -1, + 94, + 133, + 28, + -1, + 101, + -1, + 4, + 116, + -1, + 7, + -1, + 2, + 3, + 125, + 4, + -1, + -1, + -1, + 76, + -1, + 1, + -1, + 0, + 42, + 146, + -1, + 44, + 2, + 109, + 9, + 3, + 6, + 62, + 4, + 41, + -1, + 3, + -1, + -1, + 46, + 5, + 29, + -1, + 5, + 93, + 42, + 118, + 32, + 58, + 3, + -1, + 63, + -1, + 116, + 36, + -1, + -1, + 36, + 36, + -1, + -1, + 11, + 8, + 47, + 43, + -1, + 95, + 95, + 5, + 138, + -1, + 41, + 86, + 18, + 4, + -1, + -1, + 58, + -1, + 28, + 9, + -1, + 98, + -1, + 75, + -1, + -1, + 39, + 68, + -1, + -1, + 63, + 63, + 9, + -1, + 9, + -1, + 33, + 124, + -1, + -1, + 33, + -1, + 86, + 0, + -1, + 41, + 0, + -1, + 0, + 118, + -1, + 2, + -1, + -1, + 29, + -1, + 0, + 58, + 78, + 0, + -1, + -1, + 24, + -1, + 42, + 3, + -1, + 99, + -1, + -1, + -1, + 0, + 53, + 143, + -1, + 71, + 15, + 29, + 0, + 130, + -1, + 50, + 4, + -1, + 15, + -1, + 81, + 16, + 118, + 56, + 22, + -1, + 99, + 2, + 0, + -1, + 4, + 99, + 31, + 11, + 3, + 25, + -1, + 52, + -1, + -1, + -1, + 118, + -1, + -1, + -1, + -1, + 23, + -1, + 14, + 45, + 5, + 11, + 0, + -1, + 11, + 21, + 4, + 98, + 45, + 0, + 156, + 0, + 84, + 4, + 74, + 13, + 158, + -1, + -1, + 45, + 44, + 2, + 29, + -1, + -1, + 47, + 162, + 5, + 8, + 30, + 97, + 47, + 13, + -1, + 127, + -1, + 53, + 1, + 23, + -1, + 103, + 45, + 123, + 22, + 14, + -1, + 13, + -1, + 0, + -1, + 2, + 93, + -1, + 60, + 7, + -1, + 83, + 12, + -1, + 21, + 4, + 107, + 42, + -1, + 2, + -1, + 119, + -1, + -1, + -1, + 104, + 11, + 1, + -1, + 0, + -1, + 19, + -1, + 19, + 114, + 7, + -1, + 11, + -1, + 2, + -1, + 5, + 7, + -1, + 154, + -1, + 103, + -1, + 31, + 82, + -1, + 7, + 89, + -1, + -1, + 5, + 2, + -1, + 4, + -1, + -1, + 57, + -1, + 25, + 57, + -1, + 3, + -1, + 138, + -1, + -1, + -1, + 31, + -1, + -1, + 19, + 47, + 48, + 25, + 3, + 0, + 88, + -1, + 61, + -1, + 0, + -1, + 2, + 33, + 2, + 121, + 20, + 2, + 3, + 7, + -1, + 8, + 9, + 8, + 58, + -1, + 16, + 94, + -1, + 39, + -1, + 2, + -1, + -1, + -1, + -1, + -1, + 76, + 86, + 13, + -1, + 2, + -1, + 104, + 62, + 85, + 71, + 54, + 104, + 2, + 8, + 22, + 11, + 30, + -1, + 22, + -1, + 1, + -1, + -1, + 18, + 125, + 0, + 25, + -1, + 22, + 3, + 93, + 109, + 0, + -1, + 7, + 3, + 82, + 132, + -1, + 2, + -1, + 3, + -1, + -1, + 90, + 27, + -1, + 10, + -1, + 7, + 72, + -1, + 110, + -1, + 7, + 19, + -1, + -1, + -1, + -1, + 23, + -1, + -1, + -1, + 115, + -1, + -1, + -1, + 39, + -1, + -1, + 114, + 48, + 45, + -1, + 52, + 22, + 7, + 45, + -1, + 7, + 33, + 23, + 75, + 39, + 87, + 125, + 72, + 0, + 26, + -1, + 3, + -1, + -1, + 125, + 15, + 7, + -1, + 40, + 72, + 2, + 67, + 0, + 15, + -1, + 7, + -1, + 90, + 130, + 31, + -1, + -1, + -1, + 9, + -1, + 2, + -1, + 35, + 8, + 98, + 0, + -1, + -1, + 29, + -1, + 66, + 2, + 17, + 7, + 22, + 23, + -1, + -1, + -1, + 2, + 22, + 8, + 93, + 5, + 57, + -1, + 23, + 121, + 63, + 7, + 68, + 2, + 2, + 118, + 2, + -1, + 37, + 2, + 13, + 118, + -1, + 2, + 155, + 40, + -1, + 0, + 0, + 17, + -1, + 33, + 82, + 37, + 23, + 14, + -1, + -1, + -1, + 47, + 27, + -1, + 2, + -1, + -1, + 15, + 31, + 61, + 2, + 123, + 24, + 2, + 8, + 4, + 93, + 0, + -1, + 93, + 25, + 0, + 1, + 34, + 3, + 27, + 66, + 3, + 74, + -1, + 62, + -1, + 0, + 2, + -1, + 68, + -1, + 2, + 66, + 110, + 110, + -1, + 44, + 1, + 20, + 0, + 35, + 36, + -1, + -1, + 101, + -1, + 23, + 8, + -1, + -1, + 12, + 0, + 66, + -1, + 62, + 57, + -1, + -1, + 68, + 78, + 118, + 50, + 1, + -1, + -1, + 8, + 89, + 34, + 1, + 1, + -1, + 8, + 129, + 1, + 75, + 38, + -1, + -1, + -1, + -1, + 52, + 0, + 99, + -1, + 4, + 0, + -1, + 48, + -1, + -1, + 29, + 0, + -1, + -1, + 48, + 74, + 11, + 27, + 37, + 65, + -1, + 16, + -1, + 62, + -1, + -1, + -1, + 67, + -1, + 9, + 19, + 2, + -1, + -1, + 0, + 0, + 7, + -1, + 45, + 40, + -1, + 24, + 17, + 0, + 40, + 60, + 0, + 6, + -1, + 2, + -1, + 43, + 14, + 6, + 2, + 48, + 45, + -1, + -1, + 52, + -1, + -1, + -1, + -1, + 36, + 52, + 0, + 9, + 7, + 146, + 89, + -1, + 23, + 116, + 8, + -1, + 9, + -1, + -1, + 76, + 1, + 2, + 2, + 36, + -1, + -1, + 39, + 12, + 25, + 108, + 33, + 10, + -1, + 3, + 3, + -1, + -1, + 5, + 6, + 4, + 11, + -1, + 11, + -1, + 8, + 53, + 8, + 83, + -1, + 1, + 22, + 1, + 27, + 5, + 4, + -1, + -1, + 1, + 95, + 72, + 26, + -1, + -1, + 42, + 3, + 151, + 18, + 21, + 13, + 132, + 1, + 9, + 6, + -1, + 27, + -1, + -1, + 132, + 29, + 13, + 13, + -1, + -1, + 7, + -1, + 0, + 40, + 3, + 25, + 88, + 8, + -1, + 115, + 1, + 26, + 11, + 26, + 41, + -1, + 41, + -1, + 42, + 26, + 5, + -1, + 3, + 1, + 78, + -1, + 11, + 11, + 0, + 31, + -1, + 38, + -1, + 21, + -1, + 19, + -1, + -1, + 2, + 22, + 74, + -1, + 44, + 73, + -1, + 39, + 48, + 44, + -1, + -1, + -1, + -1, + 1, + 2, + 0, + 4, + 10, + 61, + -1, + -1, + 99, + 26, + 19, + 5, + 5, + 41, + 35, + 8, + 4, + 23, + 3, + 4, + 27, + 19, + 72, + 85, + 33, + 95, + 56, + 1, + 48, + 150, + -1, + 57, + -1, + 106, + 3, + -1, + 99, + 50, + 53, + 0, + -1, + 51, + 107, + 31, + -1, + 3, + 3, + 15, + 15, + 2, + 15, + 31, + -1, + -1, + 52, + -1, + 0, + 64, + 5, + 47, + 1, + 29, + -1, + -1, + 8, + 83, + 59, + 74, + 7, + 50, + -1, + 1, + 144, + -1, + 7, + -1, + 7, + -1, + 7, + -1, + 30, + 99, + 1, + -1, + 7, + 46, + 135, + 46, + 46, + 3, + 4, + -1, + 68, + 44, + 0, + -1, + 12, + 118, + 140, + 56, + 50, + -1, + 26, + 13, + 1, + 35, + 123, + 46, + 25, + 1, + 1, + 46, + -1, + 28, + 3, + 64, + -1, + 68, + 0, + -1, + 152, + 13, + 16, + 13, + 140, + -1, + 1, + 0, + 4, + 31, + 19, + 78, + -1, + -1, + 100, + -1, + -1, + 4, + 35, + -1, + -1, + -1, + -1, + -1, + -1, + 31, + 74, + 132, + 9, + -1, + -1, + 3, + -1, + -1, + -1, + 0, + 117, + 5, + -1, + 134, + -1, + 36, + -1, + -1, + 53, + -1, + -1, + 2, + 8, + 58, + 9, + 126, + 24, + -1, + 23, + -1, + 0, + -1, + 1, + 56, + -1, + 9, + -1, + 11, + -1, + 113, + 1, + 7, + 7, + 26, + 13, + 42, + 24, + 116, + -1, + -1, + 131, + -1, + 0, + -1, + 19, + 162, + -1, + 0, + 7, + 7, + 2, + -1, + -1, + 4, + -1, + 110, + 33, + 30, + 12, + 4, + 31, + 17, + -1, + 31, + 2, + 19, + -1, + 39, + -1, + -1, + 6, + 3, + -1, + -1, + 0, + 7, + -1, + -1, + 35, + 24, + 113, + 15, + 138, + -1, + 110, + 2, + 29, + 133, + 2, + -1, + 7, + 100, + 74, + -1, + 9, + 67, + 55, + 8, + 112, + 103, + -1, + -1, + -1, + -1, + 0, + 76, + 74, + 8, + -1, + 42, + 1, + 149, + -1, + -1, + 58, + 2, + 5, + 125, + 156, + 2, + 23, + 8, + 16, + 129, + -1, + 12, + 161, + 35, + 39, + 8, + 8, + 5, + -1, + 72, + 1, + 50, + 32, + -1, + 1, + -1, + -1, + 16, + 13, + -1, + -1, + 51, + -1, + 40, + 0, + -1, + 7, + -1, + -1, + 43, + 40, + -1, + 22, + 63, + 8, + 5, + 160, + 48, + 43, + -1, + -1, + 74, + 74, + 98, + -1, + 161, + 11, + -1, + -1, + 42, + 1, + -1, + 70, + 129, + 6, + -1, + -1, + -1, + 85, + 1, + 7, + -1, + 3, + -1, + -1, + 78, + 8, + -1, + 96, + 9, + -1, + 0, + 42, + 8, + 58, + 45, + 118, + 8, + 50, + 135, + 59, + 39, + 3, + 15, + 2, + -1, + 8, + -1, + -1, + -1, + 151, + 3, + 5, + -1, + 1, + 29, + 66, + -1, + 0, + -1, + 53, + 128, + 72, + -1, + 45, + 138, + -1, + -1, + 5, + -1, + -1, + 30, + -1, + -1, + 7, + 2, + 14, + -1, + 7, + -1, + 82, + 84, + -1, + 2, + 0, + 29, + 124, + 23, + -1, + -1, + 14, + -1, + 7, + 45, + 5, + 44, + -1, + 29, + -1, + 45, + 101, + -1, + 29, + 66, + -1, + 4, + 7, + 0, + -1, + -1, + 89, + 18, + -1, + 69, + 7, + 14, + 40, + -1, + 4, + -1, + -1, + -1, + -1, + -1, + -1, + -1, + 0, + -1, + 40, + 41, + 9, + -1, + 126, + 13, + 39, + 4, + -1, + 40, + -1, + 45, + 7, + 20, + 60, + -1, + -1, + 104, + -1, + -1, + -1, + 123, + 0, + 26, + -1, + 107, + -1, + 26, + 0, + 33, + 107, + 13, + 17, + 104, + 3, + 15, + -1, + 23, + 7, + -1, + -1, + 39, + 23, + 15, + 0, + 30, + -1, + -1, + -1, + -1, + 86, + 39, + 60, + 41, + 0, + 29, + 39, + 30, + 34, + 7, + 5, + 81, + 52, + 50, + 0, + -1, + 0, + 0, + 22, + 5, + 34, + -1, + 32, + 62, + 68, + 23, + 161, + -1, + -1, + 47, + 7, + -1, + 65, + 151, + -1, + 10, + -1, + -1, + 20, + 3, + -1, + 23, + 7, + 58, + -1, + 47, + 10, + 66, + -1, + 47, + -1, + -1, + -1, + 0, + 47, + 30, + 71, + 88, + 104, + 0, + 139, + -1, + 27, + -1, + 117, + 0, + -1, + 101, + -1, + 37, + 13, + 31, + 0, + 47, + 91, + 58, + 7, + -1, + 0, + -1, + -1, + 33, + 96, + 32, + 9, + 163, + -1, + -1, + 83, + -1, + -1, + 31, + 117, + 0, + -1, + 26, + 26, + 18, + 99, + -1, + -1, + 7, + -1, + 78, + 151, + 50, + 3, + 34, + 63, + 158, + -1, + 5, + 25, + 2, + 19, + 3, + 8, + -1, + 19, + 142, + -1, + 40, + -1, + 0, + 102, + 126, + -1, + 122, + 0, + 33, + 3, + 4, + 37, + -1, + -1, + 7, + 56, + -1, + -1, + 40, + -1, + 13, + -1, + -1, + 97, + -1, + 2, + 40, + -1, + -1, + 13, + -1, + -1, + 78, + 7, + 1, + 1, + -1, + -1, + 19, + 36, + -1, + 61, + -1, + 12, + 58, + 0, + -1, + -1, + 57, + 4, + -1, + 9, + -1, + -1, + -1, + 2, + 112, + 42, + 63, + 24, + 68, + -1, + 0, + -1, + 3, + -1, + 125, + 40, + -1, + -1, + 47, + 0, + -1, + 0, + -1, + 8, + 71, + -1, + 78, + 1, + 1, + -1, + 50, + -1, + 15, + -1, + 98, + -1, + 18, + -1, + -1, + 49, + -1, + -1, + 23, + 126, + 71, + 27, + 0, + -1, + 23, + 23, + -1, + 110, + -1, + 0, + -1, + -1, + -1, + 21, + -1, + 1, + 3, + 22, + 2, + 9, + -1, + -1, + 29, + -1, + 5, + 7, + 1, + 9, + 8, + 0, + 1, + -1, + 9, + 87, + 1, + -1, + 29, + 8, + 92, + -1, + 4, + 4, + 104, + 72, + 24, + -1, + 126, + 47, + -1, + 58, + 86, + 40, + 7, + 1, + 31, + 7, + 32, + 86, + 0, + 12, + 3, + 11, + 5, + 70, + 151, + 53, + 9, + 1, + -1, + 88, + 3, + -1, + 43, + 3, + 19, + -1, + -1, + -1, + 22, + 60, + -1, + -1, + -1, + 19, + 19, + -1, + 118, + 99, + -1, + 82, + -1, + -1, + -1, + 18, + 86, + -1, + 69, + -1, + -1, + -1, + 14, + -1, + -1, + -1, + 45, + -1, + 10, + 0, + -1, + 62, + -1, + -1, + 31, + 40, + -1, + -1, + 27, + 62, + 0, + 5, + -1, + 13, + -1, + -1, + 158, + 4, + 28, + 36, + 9, + 47, + 47, + 151, + -1, + -1, + -1, + 2, + 14, + -1, + 43, + 46, + 40, + -1, + 9, + 5, + 10, + 16, + 129, + -1, + 5, + 56, + -1, + -1, + 14, + 29, + 75, + 40, + 50, + 6, + 79, + -1, + 34, + -1, + -1, + 74, + 58, + 1, + -1, + 153, + 8, + 0, + 11, + 30, + -1, + 53, + 0, + -1, + -1, + 9, + 7, + -1, + -1, + 50, + 19, + 0, + -1, + 34, + -1, + -1, + -1, + -1, + 69, + 9, + 11, + 78, + 4, + -1, + 5, + -1, + 8, + 3, + 46, + -1, + 74, + 40, + 0, + 3, + 26, + -1, + 36, + -1, + 4, + 114, + 4, + 143, + -1, + 3, + -1, + 4, + 25, + 23, + 98, + 10, + 31, + 70, + 85, + -1, + 23, + 11, + 0, + -1, + -1, + 14, + 92, + 49, + -1, + -1, + -1, + 43, + -1, + 4, + -1, + -1, + 14, + -1, + 104, + 107, + -1, + 96, + -1, + -1, + 5, + 43, + 83, + -1, + 45, + 0, + 9, + -1, + 38, + -1, + 4, + 46, + 74, + -1, + 4, + -1, + -1, + -1, + 26, + 2, + 13, + 7, + 1, + 2, + 9, + 111, + -1, + -1, + 0, + 38, + 158, + 46, + 2, + 0, + 0, + 138, + -1, + 5, + -1, + 9, + 9, + -1, + 53, + 2, + 72, + 24, + 39, + 24, + -1, + -1, + 29, + 42, + 33, + 4, + -1, + -1, + 3, + 24, + -1, + 29, + 1, + 60, + -1, + 14, + -1, + 50, + -1, + 1, + 156, + 9, + 141, + 9, + 0, + 23, + -1, + -1, + 11, + 2, + 23, + 25, + -1, + 1, + -1, + 1, + -1, + 11, + 11, + 121, + -1, + -1, + -1, + 126, + 7, + 4, + 9, + 5, + -1, + 8, + 57, + -1, + 24, + 76, + 53, + 4, + 2, + 0, + -1, + 0, + 149, + -1, + -1, + 107, + -1, + -1, + 36, + -1, + -1, + 162, + 113, + 3, + 70, + -1, + 58, + -1, + -1, + -1, + 43, + 43, + -1, + -1, + 5, + -1, + 7, + 8, + 9, + 40, + 0, + 29, + 142, + 1, + 156, + 116, + 2, + 2, + 0, + -1, + 45, + 8, + 117, + 0, + 58, + 5, + 2, + 58, + 45, + 1, + 2, + 9, + 115, + -1, + 57, + 126, + 1, + -1, + -1, + 1, + 26, + 2, + -1, + -1, + 114, + 74, + -1, + 114, + 2, + 49, + 7, + 12, + 1, + -1, + -1, + 40, + 31, + 163, + 7, + 81, + -1, + 154, + -1, + 2, + 13, + 3, + 2, + -1, + -1, + 138, + -1, + -1, + -1, + -1, + -1, + 9, + -1, + 11, + 43, + 116, + 24, + -1, + -1, + 2, + -1, + 143, + 7, + -1, + -1, + 119, + 83, + 130, + 158, + -1, + 4, + 27, + -1, + 118, + -1, + -1, + 48, + -1, + 48, + 45, + 7, + 0, + -1, + 89, + 74, + 72, + -1, + 6, + 13, + 31, + -1, + 3, + 7, + -1, + -1, + 12, + 39, + -1, + 99, + -1, + 39, + 0, + 1, + 0, + -1, + 60, + 129, + -1, + 70, + -1, + 9, + 86, + 2, + -1, + 75, + 0, + 27, + -1, + -1, + 125, + -1, + 2, + 16, + 5, + 48, + 0, + 130, + -1, + 0, + 39, + 4, + 9, + 120, + 4, + 119, + 72, + 27, + 48, + -1, + 26, + 14, + 107, + 0, + -1, + -1, + -1, + 66, + 0, + -1, + 2, + 2, + 41, + 3, + 85, + 17, + 45, + 72, + 30, + 106, + -1, + -1, + 24, + 25, + 72 + ], + "topic_sizes": { + "15": 89, + "-1": 3488, + "79": 29, + "12": 107, + "87": 26, + "73": 30, + "2": 337, + "32": 63, + "28": 65, + "67": 33, + "38": 49, + "59": 37, + "120": 17, + "43": 46, + "24": 68, + "0": 513, + "119": 17, + "6": 145, + "1": 345, + "21": 71, + "18": 77, + "80": 28, + "65": 35, + "94": 23, + "124": 16, + "86": 26, + "29": 64, + "16": 84, + "49": 44, + "133": 14, + "53": 43, + "66": 35, + "150": 12, + "131": 14, + "98": 21, + "41": 48, + "3": 258, + "4": 211, + "136": 14, + "33": 62, + "13": 101, + "27": 65, + "103": 20, + "126": 16, + "42": 47, + "10": 118, + "55": 41, + "31": 64, + "90": 25, + "14": 98, + "51": 43, + "145": 12, + "141": 13, + "114": 17, + "144": 12, + "92": 25, + "134": 14, + "112": 17, + "5": 164, + "34": 60, + "68": 33, + "19": 77, + "151": 12, + "45": 45, + "122": 16, + "35": 54, + "88": 26, + "115": 17, + "149": 12, + "17": 79, + "8": 134, + "93": 24, + "30": 64, + "69": 31, + "11": 112, + "130": 15, + "70": 30, + "140": 13, + "127": 16, + "155": 11, + "154": 11, + "91": 25, + "46": 45, + "102": 21, + "25": 66, + "76": 29, + "106": 20, + "143": 13, + "56": 40, + "118": 17, + "75": 29, + "44": 46, + "116": 17, + "128": 16, + "83": 27, + "109": 19, + "36": 54, + "81": 27, + "20": 76, + "37": 51, + "125": 16, + "48": 44, + "64": 35, + "89": 25, + "9": 118, + "84": 27, + "50": 43, + "77": 29, + "142": 13, + "105": 20, + "23": 71, + "158": 11, + "95": 23, + "161": 11, + "54": 41, + "57": 40, + "97": 21, + "121": 16, + "96": 22, + "61": 36, + "71": 30, + "107": 20, + "148": 12, + "129": 16, + "58": 39, + "74": 30, + "162": 10, + "163": 10, + "117": 17, + "72": 30, + "63": 35, + "62": 35, + "22": 71, + "160": 11, + "135": 14, + "113": 17, + "60": 37, + "99": 21, + "104": 20, + "108": 19, + "137": 14, + "157": 11, + "78": 29, + "26": 65, + "101": 21, + "100": 21, + "111": 17, + "39": 49, + "85": 27, + "40": 49, + "52": 43, + "153": 11, + "146": 12, + "82": 27, + "156": 11, + "139": 13, + "138": 13, + "47": 44, + "7": 138, + "147": 12, + "159": 11, + "110": 18, + "123": 16, + "132": 14, + "152": 12 + }, + "topic_mapper": [ + [ + -1, + -1, + -1 + ], + [ + 0, + 0, + 63 + ], + [ + 1, + 1, + 98 + ], + [ + 2, + 2, + 134 + ], + [ + 3, + 3, + 15 + ], + [ + 4, + 4, + 42 + ], + [ + 5, + 5, + 100 + ], + [ + 6, + 6, + 92 + ], + [ + 7, + 7, + 5 + ], + [ + 8, + 8, + 113 + ], + [ + 9, + 9, + 56 + ], + [ + 10, + 10, + 74 + ], + [ + 11, + 11, + 161 + ], + [ + 12, + 12, + 2 + ], + [ + 13, + 13, + 53 + ], + [ + 14, + 14, + 122 + ], + [ + 15, + 15, + 27 + ], + [ + 16, + 16, + 14 + ], + [ + 17, + 17, + 103 + ], + [ + 18, + 18, + 94 + ], + [ + 19, + 19, + 70 + ], + [ + 20, + 20, + 75 + ], + [ + 21, + 21, + 62 + ], + [ + 22, + 22, + 129 + ], + [ + 23, + 23, + 35 + ], + [ + 24, + 24, + 140 + ], + [ + 25, + 25, + 69 + ], + [ + 26, + 26, + 117 + ], + [ + 27, + 27, + 11 + ], + [ + 28, + 28, + 111 + ], + [ + 29, + 29, + 52 + ], + [ + 30, + 30, + 24 + ], + [ + 31, + 31, + 72 + ], + [ + 32, + 32, + 26 + ], + [ + 33, + 33, + 33 + ], + [ + 34, + 34, + 9 + ], + [ + 35, + 35, + 47 + ], + [ + 36, + 36, + 66 + ], + [ + 37, + 37, + 118 + ], + [ + 38, + 38, + 158 + ], + [ + 39, + 39, + 86 + ], + [ + 40, + 40, + 30 + ], + [ + 41, + 41, + 55 + ], + [ + 42, + 42, + 91 + ], + [ + 43, + 43, + 19 + ], + [ + 44, + 44, + 83 + ], + [ + 45, + 45, + 101 + ], + [ + 46, + 46, + 130 + ], + [ + 47, + 47, + 157 + ], + [ + 48, + 48, + 23 + ], + [ + 49, + 49, + 152 + ], + [ + 50, + 50, + 82 + ], + [ + 51, + 51, + 61 + ], + [ + 52, + 52, + 78 + ], + [ + 53, + 53, + 110 + ], + [ + 54, + 54, + 95 + ], + [ + 55, + 55, + 97 + ], + [ + 56, + 56, + 34 + ], + [ + 57, + 57, + 46 + ], + [ + 58, + 58, + 38 + ], + [ + 59, + 59, + 139 + ], + [ + 60, + 60, + 58 + ], + [ + 61, + 61, + 142 + ], + [ + 62, + 62, + 116 + ], + [ + 63, + 63, + 124 + ], + [ + 64, + 64, + 41 + ], + [ + 65, + 65, + 119 + ], + [ + 66, + 66, + 107 + ], + [ + 67, + 67, + 88 + ], + [ + 68, + 68, + 43 + ], + [ + 69, + 69, + 36 + ], + [ + 70, + 70, + 3 + ], + [ + 71, + 71, + 89 + ], + [ + 72, + 72, + 59 + ], + [ + 73, + 73, + 153 + ], + [ + 74, + 74, + 25 + ], + [ + 75, + 75, + 8 + ], + [ + 76, + 76, + 57 + ], + [ + 77, + 77, + 50 + ], + [ + 78, + 78, + 144 + ], + [ + 79, + 79, + 151 + ], + [ + 80, + 80, + 104 + ], + [ + 81, + 81, + 28 + ], + [ + 82, + 82, + 48 + ], + [ + 83, + 83, + 31 + ], + [ + 84, + 84, + 60 + ], + [ + 85, + 85, + 131 + ], + [ + 86, + 86, + 96 + ], + [ + 87, + 87, + 54 + ], + [ + 88, + 88, + 115 + ], + [ + 89, + 89, + 1 + ], + [ + 90, + 90, + 141 + ], + [ + 91, + 91, + 18 + ], + [ + 92, + 92, + 67 + ], + [ + 93, + 93, + 112 + ], + [ + 94, + 94, + 146 + ], + [ + 95, + 95, + 84 + ], + [ + 96, + 96, + 68 + ], + [ + 97, + 97, + 106 + ], + [ + 98, + 98, + 126 + ], + [ + 99, + 99, + 136 + ], + [ + 100, + 100, + 87 + ], + [ + 101, + 101, + 154 + ], + [ + 102, + 102, + 44 + ], + [ + 103, + 103, + 65 + ], + [ + 104, + 104, + 133 + ], + [ + 105, + 105, + 79 + ], + [ + 106, + 106, + 150 + ], + [ + 107, + 107, + 160 + ], + [ + 108, + 108, + 64 + ], + [ + 109, + 109, + 155 + ], + [ + 110, + 110, + 16 + ], + [ + 111, + 111, + 73 + ], + [ + 112, + 112, + 12 + ], + [ + 113, + 113, + 10 + ], + [ + 114, + 114, + 114 + ], + [ + 115, + 115, + 128 + ], + [ + 116, + 116, + 93 + ], + [ + 117, + 117, + 21 + ], + [ + 118, + 118, + 120 + ], + [ + 119, + 119, + 81 + ], + [ + 120, + 120, + 13 + ], + [ + 121, + 121, + 135 + ], + [ + 122, + 122, + 121 + ], + [ + 123, + 123, + 156 + ], + [ + 124, + 124, + 77 + ], + [ + 125, + 125, + 163 + ], + [ + 126, + 126, + 145 + ], + [ + 127, + 127, + 76 + ], + [ + 128, + 128, + 137 + ], + [ + 129, + 129, + 127 + ], + [ + 130, + 130, + 39 + ], + [ + 131, + 131, + 49 + ], + [ + 132, + 132, + 22 + ], + [ + 133, + 133, + 162 + ], + [ + 134, + 134, + 0 + ], + [ + 135, + 135, + 125 + ], + [ + 136, + 136, + 132 + ], + [ + 137, + 137, + 51 + ], + [ + 138, + 138, + 4 + ], + [ + 139, + 139, + 123 + ], + [ + 140, + 140, + 159 + ], + [ + 141, + 141, + 29 + ], + [ + 142, + 142, + 20 + ], + [ + 143, + 143, + 108 + ], + [ + 144, + 144, + 45 + ], + [ + 145, + 145, + 37 + ], + [ + 146, + 146, + 138 + ], + [ + 147, + 147, + 105 + ], + [ + 148, + 148, + 85 + ], + [ + 149, + 149, + 90 + ], + [ + 150, + 150, + 71 + ], + [ + 151, + 151, + 17 + ], + [ + 152, + 152, + 7 + ], + [ + 153, + 153, + 99 + ], + [ + 154, + 154, + 40 + ], + [ + 155, + 155, + 143 + ], + [ + 156, + 156, + 148 + ], + [ + 157, + 157, + 147 + ], + [ + 158, + 158, + 80 + ], + [ + 159, + 159, + 109 + ], + [ + 160, + 160, + 149 + ], + [ + 161, + 161, + 6 + ], + [ + 162, + 162, + 32 + ], + [ + 163, + 163, + 102 + ] + ], + "topic_labels": { + "-1": "-1_language_models_model_data", + "0": "0_question_answer_questions_answering", + "1": "1_speech_speech recognition_acoustic_recognition", + "2": "2_summarization_summaries_abstractive_summary", + "3": "3_clinical_medical_biomedical_extraction", + "4": "4_translation_machine translation_parallel_machine", + "5": "5_emotion_emotions_emotional_emotion recognition", + "6": "6_word_embeddings_word embeddings_similarity", + "7": "7_bert_probing_tasks_pretraining", + "8": "8_relation_relation extraction_extraction_relations", + "9": "9_hate_hate speech_offensive_detection", + "10": "10_arabic_sanskrit_kurdish_transliteration", + "11": "11_aspect_sentiment_sentiment analysis_aspectbased sentiment", + "12": "12_morphological_inflection_languages_morphology", + "13": "13_ner_named entity_named_entity recognition", + "14": "14_multimodal_image_visual_captions", + "15": "15_discourse_discourse relation_discourse parsing_implicit discourse", + "16": "16_chinese_segmentation_word segmentation_chinese word", + "17": "17_crosslingual_bilingual_embeddings_crosslingual word", + "18": "18_entropy_law_languages_script", + "19": "19_argument_argumentation_arguments_argumentative", + "20": "20_nmt_neural machine_neural machine translation_translation", + "21": "21_parsing_dependency_dependency parsing_parser", + "22": "22_syntactic_rnns_grammatical_language models", + "23": "23_generation_datatotext_text generation_datatotext generation", + "24": "24_topic_topics_topic models_topic modeling", + "25": "25_knowledge_knowledge graph_entities_relation", + "26": "26_gender_bias_gender bias_biases", + "27": "27_story_stories_story generation_narrative", + "28": "28_dialogue_dialog_user_taskoriented", + "29": "29_transformer_attention_selfattention_heads", + "30": "30_srl_semantic role_role labeling_semantic role labeling", + "31": "31_change_semantic change_diachronic_lexical semantic", + "32": "32_sense_wsd_disambiguation_word sense", + "33": "33_paraphrase_paraphrases_paraphrase generation_paraphrasing", + "34": "34_linking_entity linking_entity_el", + "35": "35_authorship_attribution_authorship attribution_authors", + "36": "36_tracking_state tracking_dialogue state_state", + "37": "37_nli_natural language inference_language inference_inference", + "38": "38_act_dialogue act_dialogue_dialog act", + "39": "39_commonsense_reasoning_commonsense reasoning_knowledge", + "40": "40_crosslingual_multilingual_transfer_crosslingual transfer", + "41": "41_coreference_resolution_coreference resolution_mention", + "42": "42_legal_patent_court_case", + "43": "43_dialect_identification_language identification_dialect identification", + "44": "44_amr_amr parsing_parsing_meaning representation", + "45": "45_adversarial_adversarial examples_attacks_attack", + "46": "46_health_mental_mental health_social media", + "47": "47_offensive_offensive language_subtask_offensive language identification", + "48": "48_semantic parsing_parsing_semantic_compositional generalization", + "49": "49_recurrent_language modeling_rnn_lstm", + "50": "50_sql_texttosql_database_queries", + "51": "51_indian_smt_translation_machine translation", + "52": "52_style_style transfer_transfer_text style", + "53": "53_poetry_poems_lyrics_music", + "54": "54_codeswitching_cs_codeswitched_codemixed", + "55": "55_sentiment_polarity_sentiment analysis_analysis", + "56": "56_sarcasm_sarcasm detection_sarcastic_detection", + "57": "57_gec_grammatical error_grammatical error correction_error correction", + "58": "58_intent_intent detection_slot_slot filling", + "59": "59_temporal_events_temporal relations_expressions", + "60": "60_adaptation_domain_domain adaptation_indomain", + "61": "61_stance_stance detection_detection_tweets", + "62": "62_codemixed_sentiment_sentiment analysis_analysis", + "63": "63_keyphrase_keyphrases_keyphrase extraction_keyphrase generation", + "64": "64_nmt_subword_translation_vocabulary", + "65": "65_calculus_logic_semantics_proof", + "66": "66_simplification_text simplification_sentence simplification_sentence", + "67": "67_annotation_xml_formats_tei", + "68": "68_correction_spelling_ocr_spelling correction", + "69": "69_sentiment_sentiment classification_sentiment analysis_classification", + "70": "70_complexity_readability_lexical complexity_assessment", + "71": "71_postediting_ape_automatic postediting_mt", + "72": "72_gender_gender bias_bias_translation", + "73": "73_tagger_tagging_taggers_pos", + "74": "74_meeting_summarization_podcast_abstractive", + "75": "75_domain_domain adaptation_adaptation_domains", + "76": "76_documentlevel_context_translation_nmt", + "77": "77_text classification_classification_convolutional_networks", + "78": "78_news_fake_fake news_clickbait", + "79": "79_grammars_grammar_stochastic_contextfree", + "80": "80_ontology_rogets_thesaurus_wordnet", + "81": "81_vietnamese_ner_named entity recognition_entity recognition", + "82": "82_claim_verification_evidence_claims", + "83": "83_metrics_nlg_language generation_evaluation", + "84": "84_responses_response_response generation_adversarial", + "85": "85_robustness_nmt_translation_neural machine", + "86": "86_revision_editing_seq2seq_revisions", + "87": "87_phonological_phonology_finitestate_reduplication", + "88": "88_geolocation_location_geographic_twitter", + "89": "89_event_event extraction_extraction_event types", + "90": "90_mt_human_translation_evaluation", + "91": "91_arabic_sentiment_sentiment analysis_arabic sentiment", + "92": "92_emoji_emojis_emoji prediction_emoticons", + "93": "93_constituency_latent tree_parsing_constituency parsing", + "94": "94_spatial_instructions_3d_environment", + "95": "95_persona_responses_personality_traits", + "96": "96_matching_response_retrievalbased_chatbots", + "97": "97_entity_entity typing_typing_finegrained entity", + "98": "98_math_word problems_math word_word problem", + "99": "99_bert_multilingual_multilingual bert_bert model", + "100": "100_financial_stock_market_news", + "101": "101_video_multimodal_sceneaware_dialog", + "102": "102_sense_multisense_senses_word sense", + "103": "103_game_games_agents_communication", + "104": "104_graph_amrtotext_amrtotext generation_amr", + "105": "105_nmt_translation_neural machine translation_neural machine", + "106": "106_normalization_text normalization_normalizing_text", + "107": "107_privacy_policies_anonymization_deidentification", + "108": "108_beam_beam search_search_decoding", + "109": "109_hypernymy_distributional_pathbased_hypernymy detection", + "110": "110_political_bias_articles_news", + "111": "111_generative adversarial_gans_gan_generative", + "112": "112_pos_tagger_tagging_pos tagging", + "113": "113_humor_humorous_headlines_funny", + "114": "114_metaphor_metaphors_metaphoric_metaphorical", + "115": "115_codeswitching_cs_asr_speech", + "116": "116_event coreference_event_coreference_coreference resolution", + "117": "117_reviews_review_helpfulness_opinion", + "118": "118_covid19_tweets_wnut2020_twitter", + "119": "119_anaphora_resolution_pronouns_pronoun", + "120": "120_bilingual_dictionary_comparability_termhood", + "121": "121_discourse_translation_pronouns_dp", + "122": "122_color_colour_naming_colors", + "123": "123_nonautoregressive_autoregressive_nat_nonautoregressive neural", + "124": "124_nlg_natural language generation_language generation_spoken dialogue", + "125": "125_crowdsourcing_workers_examples_protocols", + "126": "126_african_revolution_african languages_technology", + "127": "127_grading_scoring_essay_short answer", + "128": "128_treebanks_treebank_parsing_crosslingual", + "129": "129_reviews_summarization_review_product", + "130": "130_gaze_reading_eyetracking_eye", + "131": "131_nlp_natural_natural language_nlg", + "132": "132_news translation_news translation task_translation task_news", + "133": "133_eat_meaning_semantics_formal", + "134": "134_sign_sign language_sl_asl", + "135": "135_multitask_labels_mtl_sequence", + "136": "136_phylogenetic_cognate_indoeuropean_historical linguistics", + "137": "137_syntax_translation_neural machine translation_neural machine", + "138": "138_explanations_explanation_explainers_nl explanations", + "139": "139_slot_slot filling_filling_slots", + "140": "140_personality_traits_profiling_author profiling", + "141": "141_preposition_prepositions_supersenses_prepositional", + "142": "142_scientific_application areas_application_areas", + "143": "143_russian_similarity_semantic similarity_similarity task", + "144": "144_code_source code_documentation_code generation", + "145": "145_semantic web_translation_machinetranslation_machine translation", + "146": "146_knowledge_knowledgegrounded_response_dialogue generation", + "147": "147_sentence_sentence representations_sentence embeddings_transfer", + "148": "148_distributional_distributional semantics_semantics_functional distributional", + "149": "149_compositionality_sc_distributional_sememe knowledge", + "150": "150_ud_annotation_treebank_treebanks", + "151": "151_acronym_abbreviation_acronyms_abbreviations", + "152": "152_propaganda_task 11_11_propaganda detection", + "153": "153_open_open information extraction_open information_information extraction", + "154": "154_hebrew_bible_intertextuality_restoration", + "155": "155_typological_typology_typological features_languages", + "156": "156_label_text classification_multilabel_labels", + "157": "157_variational_latent_variational autoencoders_variational autoencoder", + "158": "158_crisis_messages_disasters_disaster", + "159": "159_adversarial_rc_rc models_robustness", + "160": "160_tree_treelstm_trees_tree structures", + "161": "161_headline_headlines_news_headline generation", + "162": "162_reasoning_kg_paths_kgs", + "163": "163_text classification_classification_runtime_fasttext" + }, + "custom_labels": null, + "_outliers": 1, + "topic_aspects": { + "KeyBERT": { + "-1": [ + [ + "language models", + 0.5074779987335205 + ], + [ + "natural language processing", + 0.4939684271812439 + ], + [ + "natural language", + 0.4478718042373657 + ], + [ + "embeddings", + 0.446411669254303 + ], + [ + "machine translation", + 0.42039766907691956 + ], + [ + "language processing", + 0.4124433398246765 + ], + [ + "embedding", + 0.3992339074611664 + ], + [ + "nlp", + 0.39309102296829224 + ], + [ + "corpus", + 0.38953831791877747 + ], + [ + "linguistic", + 0.3453997075557709 + ] + ], + "0": [ + [ + "question answering dataset", + 0.7062949538230896 + ], + [ + "question answering", + 0.6535453796386719 + ], + [ + "machine reading comprehension", + 0.6193935871124268 + ], + [ + "machine reading comprehension mrc", + 0.5853415131568909 + ], + [ + "question answering qa", + 0.5677210092544556 + ], + [ + "machine comprehension", + 0.5573408007621765 + ], + [ + "answer selection", + 0.533037006855011 + ], + [ + "question generation", + 0.5178740620613098 + ], + [ + "answering dataset", + 0.5156844258308411 + ], + [ + "reading comprehension", + 0.4686495065689087 + ] + ], + "1": [ + [ + "automatic speech recognition asr", + 0.806485116481781 + ], + [ + "speech recognition asr", + 0.7930790185928345 + ], + [ + "speech recognition", + 0.702216625213623 + ], + [ + "automatic speech recognition", + 0.6913286447525024 + ], + [ + "automatic speech", + 0.6709952354431152 + ], + [ + "endtoend speech recognition", + 0.668898344039917 + ], + [ + "recognition asr", + 0.6058782339096069 + ], + [ + "speech synthesis", + 0.5376286506652832 + ], + [ + "speechtotext", + 0.5372742414474487 + ], + [ + "speech translation", + 0.5027825236320496 + ] + ], + "2": [ + [ + "neural abstractive summarization", + 0.7124010324478149 + ], + [ + "summarization models", + 0.6734380722045898 + ], + [ + "abstractive text summarization", + 0.6592626571655273 + ], + [ + "summarization model", + 0.6498305797576904 + ], + [ + "abstractive summarization", + 0.6435942649841309 + ], + [ + "summarization systems", + 0.6378540992736816 + ], + [ + "generated summaries", + 0.6176483035087585 + ], + [ + "summarizers", + 0.6056585311889648 + ], + [ + "abstractive summaries", + 0.6035832166671753 + ], + [ + "document summarization", + 0.5980244278907776 + ] + ], + "3": [ + [ + "clinical text", + 0.5170118808746338 + ], + [ + "entity recognition", + 0.5041086077690125 + ], + [ + "medical text", + 0.5040448904037476 + ], + [ + "named entity recognition", + 0.4954812228679657 + ], + [ + "biomedical text", + 0.48760709166526794 + ], + [ + "natural language processing", + 0.4640188217163086 + ], + [ + "concept extraction", + 0.4531400799751282 + ], + [ + "clinical notes", + 0.43332982063293457 + ], + [ + "natural language", + 0.4297524690628052 + ], + [ + "information extraction", + 0.41725629568099976 + ] + ], + "4": [ + [ + "multilingual neural machine translation", + 0.7176003456115723 + ], + [ + "neural machine translation nmt", + 0.6706231236457825 + ], + [ + "neural machine translation", + 0.66938316822052 + ], + [ + "multilingual machine translation", + 0.6617025136947632 + ], + [ + "unsupervised neural machine translation", + 0.642531156539917 + ], + [ + "machine translation nmt", + 0.6408785581588745 + ], + [ + "translation models", + 0.6233236789703369 + ], + [ + "machine translation", + 0.5865094661712646 + ], + [ + "multilingual neural machine", + 0.5788922905921936 + ], + [ + "statistical machine translation", + 0.5626505613327026 + ] + ], + "5": [ + [ + "emotion classification", + 0.6795514822006226 + ], + [ + "sentiment analysis emotion", + 0.6550897359848022 + ], + [ + "emotion detection", + 0.6315158605575562 + ], + [ + "emotion analysis", + 0.6264093518257141 + ], + [ + "emotion recognition", + 0.6074510216712952 + ], + [ + "speech emotion recognition", + 0.5867260694503784 + ], + [ + "analysis emotion", + 0.5866978168487549 + ], + [ + "speech emotion", + 0.5634472370147705 + ], + [ + "affective computing", + 0.527597963809967 + ], + [ + "emotions", + 0.5092048645019531 + ] + ], + "6": [ + [ + "word embeddings", + 0.7405030727386475 + ], + [ + "word embedding", + 0.739879310131073 + ], + [ + "word embedding methods", + 0.7394683957099915 + ], + [ + "word embedding models", + 0.7362532615661621 + ], + [ + "word representations", + 0.6737600564956665 + ], + [ + "word vectors", + 0.671090304851532 + ], + [ + "word similarity tasks", + 0.6709616184234619 + ], + [ + "word similarity", + 0.6256917715072632 + ], + [ + "semantic similarity", + 0.6070556640625 + ], + [ + "word representation", + 0.5908987522125244 + ] + ], + "7": [ + [ + "language models bert", + 0.6409206390380859 + ], + [ + "pretrained language models", + 0.6230605840682983 + ], + [ + "bert models", + 0.5681272745132446 + ], + [ + "models bert", + 0.5384736061096191 + ], + [ + "nlp tasks", + 0.5074381828308105 + ], + [ + "language understanding tasks", + 0.504216730594635 + ], + [ + "bert model", + 0.4945630431175232 + ], + [ + "pretrained language", + 0.48009639978408813 + ], + [ + "language models", + 0.47912442684173584 + ], + [ + "nlu tasks", + 0.4418131411075592 + ] + ], + "8": [ + [ + "entity recognition relation extraction", + 0.7838197946548462 + ], + [ + "supervised relation extraction", + 0.7462923526763916 + ], + [ + "joint entity relation extraction", + 0.7415720224380493 + ], + [ + "distantly supervised relation extraction", + 0.7258607149124146 + ], + [ + "entity relation extraction", + 0.7248950004577637 + ], + [ + "neural relation extraction", + 0.7039851546287537 + ], + [ + "relation extraction", + 0.7034839987754822 + ], + [ + "recognition relation extraction", + 0.6938666701316833 + ], + [ + "entity recognition relation", + 0.687843918800354 + ], + [ + "supervision relation extraction", + 0.6729517579078674 + ] + ], + "9": [ + [ + "hate speech detection", + 0.8210959434509277 + ], + [ + "online hate speech", + 0.7001487016677856 + ], + [ + "abusive language detection", + 0.6652172207832336 + ], + [ + "offensive language detection", + 0.6607009768486023 + ], + [ + "hate speech social", + 0.6489993333816528 + ], + [ + "hate speech", + 0.5891462564468384 + ], + [ + "offensive content", + 0.49112316966056824 + ], + [ + "abusive language", + 0.4626612067222595 + ], + [ + "offensive language", + 0.46178650856018066 + ], + [ + "abuse detection", + 0.44079944491386414 + ] + ], + "10": [ + [ + "arabic morphological", + 0.7837865948677063 + ], + [ + "arabic texts", + 0.7085215449333191 + ], + [ + "arabic language", + 0.6966758966445923 + ], + [ + "arabic words", + 0.6945041418075562 + ], + [ + "standard arabic", + 0.6593928337097168 + ], + [ + "written arabic", + 0.6538504362106323 + ], + [ + "arabic", + 0.647845983505249 + ], + [ + "language processing", + 0.5698648691177368 + ], + [ + "transliteration", + 0.5080071687698364 + ], + [ + "morphological analysis", + 0.5029021501541138 + ] + ], + "11": [ + [ + "aspectbased sentiment analysis absa", + 0.7727922797203064 + ], + [ + "aspectbased sentiment analysis", + 0.7508426904678345 + ], + [ + "aspect based sentiment analysis", + 0.7388651371002197 + ], + [ + "aspect based sentiment", + 0.7311927080154419 + ], + [ + "aspectlevel sentiment classification", + 0.725365400314331 + ], + [ + "aspect sentiment", + 0.699095606803894 + ], + [ + "aspectbased sentiment", + 0.6946955919265747 + ], + [ + "aspectlevel sentiment", + 0.6897604465484619 + ], + [ + "aspect extraction", + 0.6726664900779724 + ], + [ + "aspect term extraction", + 0.6688313484191895 + ] + ], + "12": [ + [ + "morphological tagging", + 0.7394757270812988 + ], + [ + "morphological disambiguation", + 0.6776277422904968 + ], + [ + "unsupervised morphological", + 0.6735745668411255 + ], + [ + "morphological tags", + 0.6728916764259338 + ], + [ + "morphological annotation", + 0.670782208442688 + ], + [ + "morphologically rich languages", + 0.6264420747756958 + ], + [ + "morphological inflection generation", + 0.5993907451629639 + ], + [ + "neural morphological", + 0.5929667949676514 + ], + [ + "morphological", + 0.5683517456054688 + ], + [ + "morphological features", + 0.5624746084213257 + ] + ], + "13": [ + [ + "named entity recognition ner", + 0.784193754196167 + ], + [ + "recognition named entity recognition ner", + 0.7727824449539185 + ], + [ + "entity recognition ner", + 0.758731484413147 + ], + [ + "named entity recognition", + 0.7103639841079712 + ], + [ + "recognition named entity recognition", + 0.6917591094970703 + ], + [ + "models named entity recognition", + 0.6886703372001648 + ], + [ + "entity recognition named entity", + 0.6683704853057861 + ], + [ + "entity recognition named entity recognition", + 0.6651029586791992 + ], + [ + "named entity recognition named entity", + 0.6645866632461548 + ], + [ + "recognition named entity", + 0.6526645421981812 + ] + ], + "14": [ + [ + "multimodal machine translation", + 0.6890979409217834 + ], + [ + "multimodal translation", + 0.6401245594024658 + ], + [ + "visual question answering", + 0.5802711248397827 + ], + [ + "multimodal representations", + 0.5763616561889648 + ], + [ + "multimodal models", + 0.5612317323684692 + ], + [ + "task multimodal", + 0.555533766746521 + ], + [ + "visual textual", + 0.5507509708404541 + ], + [ + "multimodal neural", + 0.5366948843002319 + ], + [ + "image captioning", + 0.5324562788009644 + ], + [ + "image captions", + 0.5174962282180786 + ] + ], + "15": [ + [ + "discourse treebank", + 0.7287219762802124 + ], + [ + "penn discourse treebank", + 0.725793719291687 + ], + [ + "discourse parsers", + 0.7235150933265686 + ], + [ + "discourse parsing", + 0.7229520082473755 + ], + [ + "explicit discourse relations", + 0.7203601598739624 + ], + [ + "discourse parser", + 0.711541473865509 + ], + [ + "discourse trees", + 0.7096834182739258 + ], + [ + "automatic discourse", + 0.6981735229492188 + ], + [ + "discourse relations", + 0.6744001507759094 + ], + [ + "discourse segmentation", + 0.6614667177200317 + ] + ], + "16": [ + [ + "chinese word segmentation cws", + 0.7663912773132324 + ], + [ + "chinese word segmentation", + 0.7645118832588196 + ], + [ + "segmentation chinese", + 0.6635739803314209 + ], + [ + "chinese corpus", + 0.6315209865570068 + ], + [ + "word segmentation cws", + 0.6271618008613586 + ], + [ + "word segmentation", + 0.6082892417907715 + ], + [ + "word segmentation partofspeech", + 0.5669898390769958 + ], + [ + "entity recognition", + 0.5158450603485107 + ], + [ + "named entity recognition", + 0.5036457777023315 + ], + [ + "task chinese", + 0.48553431034088135 + ] + ], + "17": [ + [ + "bilingual word embeddings", + 0.788617730140686 + ], + [ + "multilingual word embeddings", + 0.7362627983093262 + ], + [ + "monolingual word embeddings", + 0.7295546531677246 + ], + [ + "crosslingual word embeddings", + 0.7091201543807983 + ], + [ + "crosslingual word embedding", + 0.7086609601974487 + ], + [ + "bilingual lexicon induction", + 0.6812334656715393 + ], + [ + "crosslingual embeddings", + 0.6758043766021729 + ], + [ + "bilingual lexicon", + 0.6659517288208008 + ], + [ + "unsupervised bilingual", + 0.6320505142211914 + ], + [ + "word embedding", + 0.595476508140564 + ] + ], + "18": [ + [ + "linguistics", + 0.5925691723823547 + ], + [ + "human languages", + 0.5680516958236694 + ], + [ + "natural languages", + 0.5436234474182129 + ], + [ + "linguistic", + 0.5321102142333984 + ], + [ + "corpus", + 0.5148355960845947 + ], + [ + "languages", + 0.48441630601882935 + ], + [ + "language", + 0.4579131305217743 + ], + [ + "word length", + 0.4278676509857178 + ], + [ + "alphabetic", + 0.4129347801208496 + ], + [ + "texts", + 0.40541255474090576 + ] + ], + "19": [ + [ + "argumentation mining", + 0.8217006921768188 + ], + [ + "argument mining", + 0.8104740977287292 + ], + [ + "argument generation", + 0.6649183034896851 + ], + [ + "computational argumentation", + 0.6617840528488159 + ], + [ + "argument structure", + 0.6010555028915405 + ], + [ + "argumentation", + 0.5940919518470764 + ], + [ + "argumentative", + 0.5425437092781067 + ], + [ + "annotated corpus", + 0.4966603219509125 + ], + [ + "debates", + 0.4939271807670593 + ], + [ + "arguments", + 0.49153727293014526 + ] + ], + "20": [ + [ + "attention neural machine translation", + 0.7763282656669617 + ], + [ + "attentionbased neural machine translation", + 0.7446060180664062 + ], + [ + "neural machine translation", + 0.6857289671897888 + ], + [ + "neural machine translation nmt", + 0.6854947805404663 + ], + [ + "model neural machine translation", + 0.6700356602668762 + ], + [ + "machine translation nmt", + 0.6171297430992126 + ], + [ + "attention neural machine", + 0.5685930252075195 + ], + [ + "machine translation", + 0.5603261590003967 + ], + [ + "translation tasks", + 0.5602136850357056 + ], + [ + "attentionbased nmt", + 0.5486082434654236 + ] + ], + "21": [ + [ + "dependency parsing", + 0.7497715950012207 + ], + [ + "dependency parsers", + 0.7420910596847534 + ], + [ + "dependency parser", + 0.7234821319580078 + ], + [ + "tagging dependency parsing", + 0.7020633220672607 + ], + [ + "constituent parsing", + 0.6994718909263611 + ], + [ + "pos tagging dependency parsing", + 0.6782402992248535 + ], + [ + "transitionbased dependency parsing", + 0.6723854541778564 + ], + [ + "constituency parsing", + 0.6367762088775635 + ], + [ + "treebanks", + 0.625588595867157 + ], + [ + "parsing", + 0.6220953464508057 + ] + ], + "22": [ + [ + "neural language models", + 0.6780361533164978 + ], + [ + "rnn language models", + 0.6720569133758545 + ], + [ + "recurrent neural networks rnns", + 0.562515139579773 + ], + [ + "syntactic representations", + 0.5576646327972412 + ], + [ + "language models", + 0.5536597371101379 + ], + [ + "neural language", + 0.5507063269615173 + ], + [ + "recurrent neural networks", + 0.5443496704101562 + ], + [ + "networks rnns", + 0.5387758612632751 + ], + [ + "rnn language", + 0.5276827216148376 + ], + [ + "syntactic structure", + 0.5249719023704529 + ] + ], + "23": [ + [ + "neural text generation", + 0.7377512454986572 + ], + [ + "text generation", + 0.6867207288742065 + ], + [ + "generated texts", + 0.6285361051559448 + ], + [ + "natural language generation", + 0.6263241767883301 + ], + [ + "generated text", + 0.5863773226737976 + ], + [ + "language generation", + 0.5753983855247498 + ], + [ + "generation translation", + 0.5666877031326294 + ], + [ + "neural generation", + 0.5604933500289917 + ], + [ + "generation task", + 0.5240356922149658 + ], + [ + "generation tasks", + 0.523421049118042 + ] + ], + "24": [ + [ + "neural topic models", + 0.7780800461769104 + ], + [ + "neural topic modeling", + 0.7643474340438843 + ], + [ + "topic models", + 0.7123622894287109 + ], + [ + "topic modeling", + 0.7043085098266602 + ], + [ + "topic model", + 0.6922036409378052 + ], + [ + "probabilistic topic models", + 0.6585628390312195 + ], + [ + "latent dirichlet allocation", + 0.6582181453704834 + ], + [ + "latent dirichlet allocation lda", + 0.5900225639343262 + ], + [ + "latent topics", + 0.5827902555465698 + ], + [ + "topicbased", + 0.576092004776001 + ] + ], + "25": [ + [ + "knowledge graph embedding", + 0.7473083734512329 + ], + [ + "knowledge graph completion", + 0.6534823179244995 + ], + [ + "knowledge graph", + 0.6042245626449585 + ], + [ + "knowledge graphs kgs", + 0.601832389831543 + ], + [ + "knowledge graphs", + 0.5932178497314453 + ], + [ + "knowledge base completion", + 0.5565359592437744 + ], + [ + "knowledge representation", + 0.5358958840370178 + ], + [ + "relational learning", + 0.5320701599121094 + ], + [ + "knowledge bases", + 0.5314266681671143 + ], + [ + "graph embedding", + 0.5213297605514526 + ] + ], + "26": [ + [ + "bias nlp", + 0.6570740938186646 + ], + [ + "reducing gender bias", + 0.6362876892089844 + ], + [ + "gender bias", + 0.6104336380958557 + ], + [ + "gender stereotypes", + 0.5282270908355713 + ], + [ + "grammatical genders", + 0.517653226852417 + ], + [ + "gender information", + 0.5066945552825928 + ], + [ + "human biases", + 0.49721288681030273 + ], + [ + "grammatical gender", + 0.4874427914619446 + ], + [ + "measuring bias", + 0.4718872010707855 + ], + [ + "word embeddings", + 0.47126954793930054 + ] + ], + "27": [ + [ + "generated stories", + 0.7279016971588135 + ], + [ + "story generation", + 0.726691484451294 + ], + [ + "story comprehension", + 0.5622738599777222 + ], + [ + "language generation", + 0.5303391218185425 + ], + [ + "narratives", + 0.5261115431785583 + ], + [ + "storytelling", + 0.52360600233078 + ], + [ + "narrative", + 0.49852442741394043 + ], + [ + "narration", + 0.4906129240989685 + ], + [ + "personal narratives", + 0.4699516296386719 + ], + [ + "generation story", + 0.4478861093521118 + ] + ], + "28": [ + [ + "dialog models", + 0.660849928855896 + ], + [ + "taskoriented dialogue systems", + 0.6168819665908813 + ], + [ + "dialog systems", + 0.5975330471992493 + ], + [ + "dialogue systems", + 0.5914006233215332 + ], + [ + "dialog policy", + 0.5900723934173584 + ], + [ + "dialog agent", + 0.5894657373428345 + ], + [ + "taskoriented dialog systems", + 0.5855235457420349 + ], + [ + "spoken dialogue systems", + 0.5698885917663574 + ], + [ + "dialogs", + 0.5537912845611572 + ], + [ + "dialog", + 0.5520085096359253 + ] + ], + "29": [ + [ + "machine translation tasks", + 0.5727540254592896 + ], + [ + "attention network", + 0.5702275037765503 + ], + [ + "translation tasks", + 0.5475732088088989 + ], + [ + "neural transformer", + 0.5437291264533997 + ], + [ + "multihead attention", + 0.4968213737010956 + ], + [ + "machine translation", + 0.48201000690460205 + ], + [ + "attention", + 0.465082585811615 + ], + [ + "attention heads", + 0.46056699752807617 + ], + [ + "attention mechanism", + 0.40570491552352905 + ], + [ + "transformer layers", + 0.4055386781692505 + ] + ], + "30": [ + [ + "semantic role labeling srl", + 0.7417045831680298 + ], + [ + "semantic role labeling", + 0.7138874530792236 + ], + [ + "role labeling semantic", + 0.7134854793548584 + ], + [ + "semantic role labeling semantic", + 0.6956390142440796 + ], + [ + "labeling semantic role labeling", + 0.6890256404876709 + ], + [ + "role labeling srl", + 0.6570574045181274 + ], + [ + "labeling semantic role", + 0.6318463087081909 + ], + [ + "role labeling", + 0.6176764369010925 + ], + [ + "semantic roles", + 0.5752625465393066 + ], + [ + "semantic role", + 0.5655959844589233 + ] + ], + "31": [ + [ + "semantic change", + 0.7195141315460205 + ], + [ + "semantic shifts", + 0.7061189413070679 + ], + [ + "semantic shift", + 0.6611775159835815 + ], + [ + "lexical semantic", + 0.539910078048706 + ], + [ + "change word", + 0.5389562845230103 + ], + [ + "language change", + 0.5347062349319458 + ], + [ + "semantic variation", + 0.5267468690872192 + ], + [ + "detecting semantic", + 0.5266797542572021 + ], + [ + "diachronic word embeddings", + 0.5225743055343628 + ], + [ + "lexical", + 0.4831412732601166 + ] + ], + "32": [ + [ + "word sense disambiguation", + 0.7560417652130127 + ], + [ + "word sense disambiguation wsd", + 0.741539478302002 + ], + [ + "sense disambiguation", + 0.7069051265716553 + ], + [ + "sense disambiguation wsd", + 0.6828132271766663 + ], + [ + "disambiguation systems", + 0.6773484945297241 + ], + [ + "disambiguation using", + 0.6274304389953613 + ], + [ + "disambiguation word", + 0.6146830320358276 + ], + [ + "senseannotated corpora", + 0.5927902460098267 + ], + [ + "disambiguation", + 0.5784196853637695 + ], + [ + "disambiguating", + 0.5719442963600159 + ] + ], + "33": [ + [ + "paraphrase detection", + 0.7960888147354126 + ], + [ + "paraphrase generation", + 0.763884961605072 + ], + [ + "paraphrase corpus", + 0.7560000419616699 + ], + [ + "paraphrase database", + 0.7385060787200928 + ], + [ + "paraphrase identification", + 0.7241619825363159 + ], + [ + "paraphrase model", + 0.6929953694343567 + ], + [ + "paraphrase pairs", + 0.6882950067520142 + ], + [ + "paraphrases", + 0.6712448596954346 + ], + [ + "paraphraser", + 0.6585077047348022 + ], + [ + "paraphrasing", + 0.5976241827011108 + ] + ], + "34": [ + [ + "entity linking models", + 0.6967810988426208 + ], + [ + "entity linking", + 0.6753958463668823 + ], + [ + "crosslingual entity linking", + 0.6624789237976074 + ], + [ + "entity linking task", + 0.6556707620620728 + ], + [ + "entity linking el", + 0.6511317491531372 + ], + [ + "entity mentions", + 0.6286484003067017 + ], + [ + "mentions entities", + 0.6278949975967407 + ], + [ + "named entity disambiguation", + 0.5954721570014954 + ], + [ + "entity disambiguation", + 0.5946464538574219 + ], + [ + "entity representations", + 0.5719062089920044 + ] + ], + "35": [ + [ + "authorship attribution", + 0.6858211159706116 + ], + [ + "authorship verification", + 0.6034324169158936 + ], + [ + "authorship", + 0.5981592535972595 + ], + [ + "attribution", + 0.45300209522247314 + ], + [ + "texts", + 0.452303409576416 + ], + [ + "textual", + 0.4281044602394104 + ], + [ + "texts using", + 0.4260156452655792 + ], + [ + "literary texts", + 0.4220455288887024 + ], + [ + "author", + 0.41254162788391113 + ], + [ + "authors", + 0.4064432680606842 + ] + ], + "36": [ + [ + "dialogue state tracking", + 0.7322230935096741 + ], + [ + "dialogue state tracking dialogue", + 0.7270206212997437 + ], + [ + "dialog state tracking challenge", + 0.7174120545387268 + ], + [ + "dialogue state tracker", + 0.7089775204658508 + ], + [ + "tracking dialogue state", + 0.6970070004463196 + ], + [ + "state tracking dialogue", + 0.6838470697402954 + ], + [ + "dialog state tracking", + 0.6764267683029175 + ], + [ + "tracking dialogue", + 0.674906849861145 + ], + [ + "dialog state tracker", + 0.6376938819885254 + ], + [ + "dialogue state tracking dst", + 0.6056636571884155 + ] + ], + "37": [ + [ + "natural language inference nli", + 0.7386350631713867 + ], + [ + "natural language inference nli task", + 0.7330963611602783 + ], + [ + "natural language inference models", + 0.725684642791748 + ], + [ + "models natural language inference", + 0.716269314289093 + ], + [ + "stanford natural language inference", + 0.6773685812950134 + ], + [ + "natural language inference", + 0.6750870943069458 + ], + [ + "inference natural language", + 0.6571162939071655 + ], + [ + "language inference nli", + 0.6557618379592896 + ], + [ + "language inference nli task", + 0.6479841470718384 + ], + [ + "language inference models", + 0.6073957085609436 + ] + ], + "38": [ + [ + "dialog act classification", + 0.7192547917366028 + ], + [ + "dialog act recognition", + 0.714252769947052 + ], + [ + "dialogue corpus", + 0.6659308671951294 + ], + [ + "dialogue act", + 0.6012904644012451 + ], + [ + "dialogue systems", + 0.5948437452316284 + ], + [ + "dialog act", + 0.5941120386123657 + ], + [ + "dialog acts", + 0.5699957609176636 + ], + [ + "recognition dialogue", + 0.5676159858703613 + ], + [ + "dialogue acts", + 0.5540201663970947 + ], + [ + "spontaneous dialogues", + 0.535181999206543 + ] + ], + "39": [ + [ + "commonsense reasoning", + 0.6413854360580444 + ], + [ + "commonsense knowledge", + 0.6014378070831299 + ], + [ + "benchmark commonsense", + 0.5597062706947327 + ], + [ + "machine commonsense", + 0.5505253672599792 + ], + [ + "question answering", + 0.5023884177207947 + ], + [ + "commonsense validation", + 0.49998295307159424 + ], + [ + "reasoning tasks", + 0.4975012540817261 + ], + [ + "commonsense", + 0.4835219979286194 + ], + [ + "commonsense validation explanation", + 0.4738041162490845 + ], + [ + "pretrained language models", + 0.46293574571609497 + ] + ], + "40": [ + [ + "multilingual bert", + 0.7132275700569153 + ], + [ + "multilingual pretrained language models", + 0.687143087387085 + ], + [ + "multilingual bert mbert", + 0.6764229536056519 + ], + [ + "multilingual language models", + 0.6492605209350586 + ], + [ + "multilingual models", + 0.6153759956359863 + ], + [ + "pretrained multilingual", + 0.6105101108551025 + ], + [ + "multilingual pretrained", + 0.6007469892501831 + ], + [ + "multilingual pretraining", + 0.5949841737747192 + ], + [ + "learning crosslingual", + 0.5948295593261719 + ], + [ + "multilingual pretrained language", + 0.5935547947883606 + ] + ], + "41": [ + [ + "coreference resolution systems", + 0.8129616975784302 + ], + [ + "coreference resolution models", + 0.8003512620925903 + ], + [ + "approach coreference resolution", + 0.7881561517715454 + ], + [ + "coreference systems", + 0.7655529975891113 + ], + [ + "coreference resolution", + 0.7655013799667358 + ], + [ + "neural coreference resolution", + 0.7614409923553467 + ], + [ + "coreference resolution using", + 0.752616822719574 + ], + [ + "coreference models", + 0.7482033967971802 + ], + [ + "coreference reasoning", + 0.708439826965332 + ], + [ + "coreference resolvers", + 0.6897613406181335 + ] + ], + "42": [ + [ + "legal texts", + 0.5436779260635376 + ], + [ + "court judgments", + 0.48199695348739624 + ], + [ + "court", + 0.4406328797340393 + ], + [ + "supreme court", + 0.4312989115715027 + ], + [ + "legal documents", + 0.4274480938911438 + ], + [ + "nlp", + 0.40843698382377625 + ], + [ + "law", + 0.4083254337310791 + ], + [ + "judgments", + 0.38011693954467773 + ], + [ + "legal domain", + 0.3714120388031006 + ], + [ + "classifiers", + 0.34906041622161865 + ] + ], + "43": [ + [ + "arabic dialect identification", + 0.7283437252044678 + ], + [ + "dialect identification", + 0.6710612773895264 + ], + [ + "dialect features", + 0.6546018123626709 + ], + [ + "arabic dialects", + 0.6176325082778931 + ], + [ + "language variety identification", + 0.6007143259048462 + ], + [ + "arabic dialect", + 0.5812305808067322 + ], + [ + "language identification", + 0.5803287029266357 + ], + [ + "language dialect", + 0.5614297986030579 + ], + [ + "dialects", + 0.559583306312561 + ], + [ + "dialect", + 0.5133863687515259 + ] + ], + "44": [ + [ + "abstract meaning representation amr parsing", + 0.7473448514938354 + ], + [ + "abstract meaning representation parsing", + 0.690796971321106 + ], + [ + "sentences abstract meaning representation amr", + 0.6738226413726807 + ], + [ + "representation amr parsing", + 0.6631250381469727 + ], + [ + "abstract meaning representations amrs", + 0.6403366327285767 + ], + [ + "meaning representation amr parsing", + 0.6293686628341675 + ], + [ + "amr parsing", + 0.6289093494415283 + ], + [ + "neural semantic parsing", + 0.6226990222930908 + ], + [ + "sentences abstract meaning representation", + 0.6052595376968384 + ], + [ + "abstract meaning representations", + 0.6035096049308777 + ] + ], + "45": [ + [ + "generating natural language adversarial", + 0.7886757850646973 + ], + [ + "natural language adversarial", + 0.7745580673217773 + ], + [ + "adversarial text", + 0.7184351682662964 + ], + [ + "adversarial example generation", + 0.7078137993812561 + ], + [ + "language adversarial", + 0.7056732177734375 + ], + [ + "adversarial language", + 0.6920000314712524 + ], + [ + "adversarial training", + 0.6777052879333496 + ], + [ + "adversarial examples", + 0.6756341457366943 + ], + [ + "adversarial samples", + 0.6750459671020508 + ], + [ + "adversarial example", + 0.6716800332069397 + ] + ], + "46": [ + [ + "social media data", + 0.5419628024101257 + ], + [ + "social media mining", + 0.512286901473999 + ], + [ + "social media posts", + 0.4916957914829254 + ], + [ + "healthrelated information", + 0.4584592282772064 + ], + [ + "twitter", + 0.40091633796691895 + ], + [ + "sentiment analysis", + 0.3993040919303894 + ], + [ + "tweets", + 0.3990649878978729 + ], + [ + "social media", + 0.39211368560791016 + ], + [ + "mental health", + 0.3919981122016907 + ], + [ + "using social media", + 0.3744615316390991 + ] + ], + "47": [ + [ + "offensive language identification social media", + 0.7252334356307983 + ], + [ + "categorizing offensive language social media", + 0.7170830368995667 + ], + [ + "multilingual offensive language identification", + 0.6942352056503296 + ], + [ + "identifying categorizing offensive language social", + 0.6816048622131348 + ], + [ + "identifying categorizing offensive language", + 0.6813129186630249 + ], + [ + "offensive language detection", + 0.6735981702804565 + ], + [ + "categorizing offensive language social", + 0.6657071113586426 + ], + [ + "categorizing offensive language", + 0.6637058258056641 + ], + [ + "offensive language identification social", + 0.6591060161590576 + ], + [ + "offensive language social media", + 0.654016375541687 + ] + ], + "48": [ + [ + "neural semantic parser", + 0.752404510974884 + ], + [ + "neural semantic parsers", + 0.7519956231117249 + ], + [ + "neural semantic parsing", + 0.7500725388526917 + ], + [ + "semantic parsing task", + 0.7107146978378296 + ], + [ + "taskoriented semantic parsing", + 0.6950637102127075 + ], + [ + "semantic parsing", + 0.6839333772659302 + ], + [ + "semantic parsers", + 0.6824315786361694 + ], + [ + "semantic parser", + 0.6703327894210815 + ], + [ + "semantic parsing aims", + 0.6622635126113892 + ], + [ + "neural semantic", + 0.5628624558448792 + ] + ], + "49": [ + [ + "rnn language models", + 0.7297495007514954 + ], + [ + "neural language models", + 0.6756213307380676 + ], + [ + "recurrent neural network language", + 0.6538649797439575 + ], + [ + "recurrent neural network rnn", + 0.6122889518737793 + ], + [ + "recurrent network", + 0.610581636428833 + ], + [ + "recurrent neural networks", + 0.6089844107627869 + ], + [ + "recurrent neural network", + 0.6010923981666565 + ], + [ + "rnn language", + 0.5838043689727783 + ], + [ + "memory lstm", + 0.5564484596252441 + ], + [ + "recurrent neural", + 0.5460759401321411 + ] + ], + "50": [ + [ + "texttosql parsing", + 0.5613651871681213 + ], + [ + "natural language interfaces databases", + 0.5557843446731567 + ], + [ + "semantic parsers", + 0.5280598998069763 + ], + [ + "query language", + 0.5275049209594727 + ], + [ + "semantic parser", + 0.5226587057113647 + ], + [ + "semantic parsing", + 0.5162910223007202 + ], + [ + "neural semantic", + 0.4889476001262665 + ], + [ + "question database", + 0.4854238033294678 + ], + [ + "texttosql", + 0.4748169183731079 + ], + [ + "queries natural", + 0.47096043825149536 + ] + ], + "51": [ + [ + "machine translation indian languages", + 0.794644832611084 + ], + [ + "machine translation indian", + 0.766745924949646 + ], + [ + "statistical machine translation smt", + 0.7575968503952026 + ], + [ + "statistical machine translation", + 0.7068154811859131 + ], + [ + "translation indian languages", + 0.6901211738586426 + ], + [ + "machine translation smt", + 0.6879996061325073 + ], + [ + "machine translation research", + 0.6361912488937378 + ], + [ + "machine translation machine", + 0.629441499710083 + ], + [ + "machine translation systems", + 0.6276583075523376 + ], + [ + "translation machine translation", + 0.6274250745773315 + ] + ], + "52": [ + [ + "unsupervised text style transfer", + 0.6921230554580688 + ], + [ + "text style transfer", + 0.674362063407898 + ], + [ + "style transfer task", + 0.632105827331543 + ], + [ + "style transfer nonparallel", + 0.6050636172294617 + ], + [ + "style transfer", + 0.6042604446411133 + ], + [ + "formality style transfer", + 0.5720168352127075 + ], + [ + "sentiment transfer", + 0.5438350439071655 + ], + [ + "transferred sentences", + 0.5103380680084229 + ], + [ + "sentence style", + 0.4945257008075714 + ], + [ + "style representations", + 0.49075525999069214 + ] + ], + "53": [ + [ + "poem generation", + 0.6657963991165161 + ], + [ + "poetry", + 0.5524287819862366 + ], + [ + "poems", + 0.523068368434906 + ], + [ + "poet", + 0.4799763560295105 + ], + [ + "classical chinese", + 0.46446913480758667 + ], + [ + "poem", + 0.4494754672050476 + ], + [ + "rhyme", + 0.4412781894207001 + ], + [ + "chinese classical", + 0.43056702613830566 + ], + [ + "syllables", + 0.4167255163192749 + ], + [ + "text", + 0.38437792658805847 + ] + ], + "54": [ + [ + "linguistic codeswitching", + 0.6032957434654236 + ], + [ + "multilingual models", + 0.5096126198768616 + ], + [ + "language pairs", + 0.5060984492301941 + ], + [ + "hindienglish codeswitching", + 0.5030162334442139 + ], + [ + "monolingual text", + 0.49223387241363525 + ], + [ + "code switching", + 0.49036192893981934 + ], + [ + "language modeling", + 0.48948144912719727 + ], + [ + "multilingual speakers", + 0.4876306653022766 + ], + [ + "bilingual", + 0.48606419563293457 + ], + [ + "multilingual", + 0.4838307499885559 + ] + ], + "55": [ + [ + "sentiment lexicons", + 0.7720242738723755 + ], + [ + "polarity lexicons", + 0.710602343082428 + ], + [ + "polarity lexicon", + 0.6978610157966614 + ], + [ + "words sentiment", + 0.6547985076904297 + ], + [ + "sentiment analysis opinion mining", + 0.6478744745254517 + ], + [ + "sentiment analysis", + 0.6422994136810303 + ], + [ + "sentiment orientation", + 0.642235279083252 + ], + [ + "sentiment analysis opinion", + 0.6358485221862793 + ], + [ + "sentiment analysis methods", + 0.6230263710021973 + ], + [ + "sentiment word", + 0.6202833652496338 + ] + ], + "56": [ + [ + "sarcasm detection", + 0.7274439334869385 + ], + [ + "irony detection english tweets", + 0.6371427774429321 + ], + [ + "irony detection", + 0.6367825269699097 + ], + [ + "irony detection english", + 0.6247730255126953 + ], + [ + "task irony detection", + 0.6108590960502625 + ], + [ + "task irony detection english tweets", + 0.6082978248596191 + ], + [ + "task irony detection english", + 0.5986703634262085 + ], + [ + "sarcasm sentiment", + 0.528548538684845 + ], + [ + "sentiment analysis", + 0.44180381298065186 + ], + [ + "detection english tweets", + 0.4361254572868347 + ] + ], + "57": [ + [ + "grammatical error correction gec", + 0.7018657922744751 + ], + [ + "grammatical error detection", + 0.6574735045433044 + ], + [ + "grammatical error correction", + 0.5748996734619141 + ], + [ + "error correction gec", + 0.560280442237854 + ], + [ + "phrasebased statistical machine translation smt", + 0.5426245927810669 + ], + [ + "statistical machine translation", + 0.5405503511428833 + ], + [ + "machine translation", + 0.5352334976196289 + ], + [ + "phrasebased statistical machine translation", + 0.525838315486908 + ], + [ + "statistical machine translation smt", + 0.5191242694854736 + ], + [ + "machine translation smt", + 0.49332746863365173 + ] + ], + "58": [ + [ + "filling intent classification", + 0.6717003583908081 + ], + [ + "slot filling intent classification", + 0.6629291772842407 + ], + [ + "intent classification slot filling", + 0.647099494934082 + ], + [ + "intent detection slot filling", + 0.6433451175689697 + ], + [ + "intent classification", + 0.6416029930114746 + ], + [ + "models intent classification", + 0.6372288465499878 + ], + [ + "intent detection", + 0.6339329481124878 + ], + [ + "intent recognition", + 0.633475661277771 + ], + [ + "intent classification slot", + 0.6224801540374756 + ], + [ + "intent detection slot", + 0.6030598878860474 + ] + ], + "59": [ + [ + "event temporal relation extraction", + 0.7649810314178467 + ], + [ + "temporal relation extraction", + 0.747808575630188 + ], + [ + "temporal annotation", + 0.6853657960891724 + ], + [ + "event extraction", + 0.6492675542831421 + ], + [ + "temporal expressions", + 0.6003029346466064 + ], + [ + "temporal relations events", + 0.5806814432144165 + ], + [ + "events time expressions", + 0.5707802772521973 + ], + [ + "temporal expression", + 0.552323579788208 + ], + [ + "events text", + 0.5235379338264465 + ], + [ + "event temporal", + 0.5230872631072998 + ] + ], + "60": [ + [ + "neural machine translation domain adaptation", + 0.8581206798553467 + ], + [ + "domain adaptation neural machine translation", + 0.8301182985305786 + ], + [ + "machine translation domain adaptation", + 0.8277420401573181 + ], + [ + "translation domain adaptation", + 0.8260692954063416 + ], + [ + "adaptation neural machine translation", + 0.7457082271575928 + ], + [ + "neural machine translation domain", + 0.7353422045707703 + ], + [ + "finegrained domain adaptation", + 0.6435887813568115 + ], + [ + "domain adaptation neural", + 0.6422497034072876 + ], + [ + "neural machine translation", + 0.6360263824462891 + ], + [ + "domain adaptation neural machine", + 0.6213053464889526 + ] + ], + "61": [ + [ + "stance classification", + 0.6722756624221802 + ], + [ + "stance detection task", + 0.6340324878692627 + ], + [ + "stance sentiment", + 0.6119102239608765 + ], + [ + "stance detection", + 0.5879782438278198 + ], + [ + "detection tweets", + 0.5335474014282227 + ], + [ + "detection twitter", + 0.5214638710021973 + ], + [ + "detecting stance", + 0.5167639255523682 + ], + [ + "stance", + 0.42112335562705994 + ], + [ + "fake news challenge", + 0.41748374700546265 + ], + [ + "analysis stance", + 0.4050908088684082 + ] + ], + "62": [ + [ + "sentiment analysis machine translation", + 0.6130521297454834 + ], + [ + "task sentiment analysis", + 0.5879329442977905 + ], + [ + "corpus sentiment", + 0.5727420449256897 + ], + [ + "sentiment classification", + 0.5701076984405518 + ], + [ + "sentiment analysis", + 0.5700811147689819 + ], + [ + "sentiment analysis machine", + 0.5583872199058533 + ], + [ + "corpus sentiment analysis", + 0.5544447898864746 + ], + [ + "sentiment identification", + 0.5484840869903564 + ], + [ + "codemixed social media text", + 0.5208515524864197 + ], + [ + "model sentiment analysis", + 0.49825459718704224 + ] + ], + "63": [ + [ + "keyphrase extraction", + 0.7607969045639038 + ], + [ + "keyphrase prediction", + 0.7287516593933105 + ], + [ + "extracting keyphrases", + 0.6944751739501953 + ], + [ + "keyphrase generation", + 0.6940898895263672 + ], + [ + "keyword extraction", + 0.6425483226776123 + ], + [ + "keyphrases", + 0.6308265924453735 + ], + [ + "keyphrase", + 0.5779826045036316 + ], + [ + "keywords text", + 0.5693264603614807 + ], + [ + "keyword identification", + 0.4936907887458801 + ], + [ + "keywords", + 0.4508025348186493 + ] + ], + "64": [ + [ + "neural machine translation", + 0.6723746061325073 + ], + [ + "neural machine translation neural", + 0.6646202802658081 + ], + [ + "machine translation neural machine translation", + 0.6629428267478943 + ], + [ + "neural machine translation nmt models", + 0.6616291999816895 + ], + [ + "neural machine translation neural machine", + 0.658340334892273 + ], + [ + "machine translation neural machine", + 0.6485085487365723 + ], + [ + "translation neural machine translation nmt", + 0.6424478888511658 + ], + [ + "neural machine translation nmt", + 0.6235358715057373 + ], + [ + "translation neural", + 0.6191920638084412 + ], + [ + "machine translation nmt models", + 0.6178790926933289 + ] + ], + "65": [ + [ + "syntaxsemantics", + 0.6431617736816406 + ], + [ + "syntax semantics", + 0.5939651727676392 + ], + [ + "categorial grammars", + 0.5594567060470581 + ], + [ + "typelogical grammars", + 0.5584796071052551 + ], + [ + "categorial grammar", + 0.5441722869873047 + ], + [ + "minimalist grammars", + 0.5412253141403198 + ], + [ + "syntax", + 0.47227931022644043 + ], + [ + "lexical semantics", + 0.4574751853942871 + ], + [ + "formalisms", + 0.4386390149593353 + ], + [ + "grammars", + 0.4382862150669098 + ] + ], + "66": [ + [ + "text simplification systems", + 0.6906857490539551 + ], + [ + "simplified sentences", + 0.633419394493103 + ], + [ + "evaluation text simplification", + 0.6321722269058228 + ], + [ + "lexical simplification", + 0.6024675965309143 + ], + [ + "text simplification", + 0.5884348154067993 + ], + [ + "paraphrasing", + 0.5838321447372437 + ], + [ + "sentence simplification", + 0.5466669797897339 + ], + [ + "simplification text", + 0.5356737971305847 + ], + [ + "text simplification ts", + 0.5296304821968079 + ], + [ + "shorter sentences", + 0.5001188516616821 + ] + ], + "67": [ + [ + "linguistic annotations", + 0.6197421550750732 + ], + [ + "linguistic annotation framework", + 0.6155908107757568 + ], + [ + "linguistic annotation", + 0.609152615070343 + ], + [ + "standards language", + 0.5818809270858765 + ], + [ + "annotation tools", + 0.5776979923248291 + ], + [ + "annotation framework", + 0.5634489059448242 + ], + [ + "language resource", + 0.5495532751083374 + ], + [ + "annotated english", + 0.5489794611930847 + ], + [ + "annotation tool", + 0.5369526147842407 + ], + [ + "annotations", + 0.5331081748008728 + ] + ], + "68": [ + [ + "correcting spelling errors", + 0.6566780805587769 + ], + [ + "spelling error correction", + 0.6402877569198608 + ], + [ + "spell checkers", + 0.6189918518066406 + ], + [ + "correcting spelling", + 0.5785810947418213 + ], + [ + "spelling correction", + 0.5720599889755249 + ], + [ + "spelling errors", + 0.5215103626251221 + ], + [ + "misspellings", + 0.5174551606178284 + ], + [ + "misspelling", + 0.5166823863983154 + ], + [ + "ocr postcorrection", + 0.4648551344871521 + ], + [ + "spell", + 0.4407806694507599 + ] + ], + "69": [ + [ + "sentiment classification", + 0.6638072729110718 + ], + [ + "sentiment lexicons", + 0.6519210338592529 + ], + [ + "classification sentiment", + 0.6476101875305176 + ], + [ + "sentiment classification models", + 0.6217790842056274 + ], + [ + "sentiment datasets", + 0.6104623079299927 + ], + [ + "sentencelevel sentiment analysis", + 0.6038950681686401 + ], + [ + "stanford sentiment treebank", + 0.5758142471313477 + ], + [ + "sentiment treebank", + 0.5743401646614075 + ], + [ + "sentiment analysis", + 0.5629952549934387 + ], + [ + "sentencelevel sentiment", + 0.558011531829834 + ] + ], + "70": [ + [ + "lexical complexity", + 0.6138764023780823 + ], + [ + "text complexity", + 0.6029021739959717 + ], + [ + "linguistic complexity", + 0.5727384090423584 + ], + [ + "text readability", + 0.5662845373153687 + ], + [ + "readability assessment", + 0.553254246711731 + ], + [ + "language complexity", + 0.5373038053512573 + ], + [ + "complex word identification", + 0.4987691640853882 + ], + [ + "readability", + 0.49613308906555176 + ], + [ + "complex word identification cwi", + 0.49136263132095337 + ], + [ + "text analysis", + 0.4661092162132263 + ] + ], + "71": [ + [ + "postediting machine translation", + 0.6823238134384155 + ], + [ + "neural machine translation", + 0.6292645931243896 + ], + [ + "machine translation", + 0.6041916012763977 + ], + [ + "automatic postediting ape", + 0.5892736911773682 + ], + [ + "machine translation mt", + 0.5872175097465515 + ], + [ + "translation quality", + 0.5535910129547119 + ], + [ + "machine translated", + 0.519627571105957 + ], + [ + "postediting machine", + 0.5172357559204102 + ], + [ + "postediting ape", + 0.5059636831283569 + ], + [ + "automatic postediting", + 0.49377644062042236 + ] + ], + "72": [ + [ + "languages grammatical gender", + 0.587317168712616 + ], + [ + "language gender", + 0.583960771560669 + ], + [ + "machine translation", + 0.5671526193618774 + ], + [ + "machine translation systems", + 0.5633668899536133 + ], + [ + "evaluating gender bias", + 0.5392323732376099 + ], + [ + "personalized machine translation", + 0.5351985692977905 + ], + [ + "gender bias existing", + 0.5331567525863647 + ], + [ + "grammatical gender", + 0.5289214849472046 + ], + [ + "neural machine translation", + 0.5278538465499878 + ], + [ + "translation systems", + 0.5161336064338684 + ] + ], + "73": [ + [ + "speech tagging", + 0.7356841564178467 + ], + [ + "pos tagged corpus", + 0.6939183473587036 + ], + [ + "tagged corpus", + 0.6600921154022217 + ], + [ + "speech tagger", + 0.6237437725067139 + ], + [ + "tagging stemming", + 0.6184509992599487 + ], + [ + "language processing", + 0.5990429520606995 + ], + [ + "partofspeech pos tagging", + 0.5885535478591919 + ], + [ + "tagging process", + 0.587522566318512 + ], + [ + "partofspeech tagging", + 0.5753656625747681 + ], + [ + "language tags", + 0.5719747543334961 + ] + ], + "74": [ + [ + "meeting summarization", + 0.7489322423934937 + ], + [ + "dialogue summarization", + 0.6396319270133972 + ], + [ + "summarization performance", + 0.6219172477722168 + ], + [ + "automatic summarization", + 0.5979470014572144 + ], + [ + "summarization methods", + 0.5643357038497925 + ], + [ + "summarization task", + 0.5636615753173828 + ], + [ + "summarizing", + 0.5627654790878296 + ], + [ + "text summarization", + 0.5619267821311951 + ], + [ + "document summarization", + 0.5523107051849365 + ], + [ + "abstractive summarization", + 0.5495708584785461 + ] + ], + "75": [ + [ + "domain adaptation sentiment", + 0.7647677063941956 + ], + [ + "domain adaptation sentiment analysis", + 0.7584589719772339 + ], + [ + "domain adaptation domain adaptation", + 0.6614238023757935 + ], + [ + "unsupervised domain adaptation", + 0.6339110732078552 + ], + [ + "domain adaptation", + 0.6273069381713867 + ], + [ + "adaptation sentiment analysis", + 0.612485408782959 + ], + [ + "adaptation sentiment", + 0.5960155725479126 + ], + [ + "crossdomain sentiment classification", + 0.5890749096870422 + ], + [ + "training domain", + 0.4688124358654022 + ], + [ + "sentiment classification", + 0.43346738815307617 + ] + ], + "76": [ + [ + "context neural machine translation", + 0.7921183705329895 + ], + [ + "contextaware neural machine translation", + 0.785321831703186 + ], + [ + "neural machine translation", + 0.7208959460258484 + ], + [ + "documentlevel neural machine translation", + 0.71733558177948 + ], + [ + "neural machine translation documentlevel", + 0.7116296291351318 + ], + [ + "neural machine translation nmt", + 0.6625396609306335 + ], + [ + "translation models", + 0.6143209338188171 + ], + [ + "documentlevel machine translation", + 0.6070077419281006 + ], + [ + "machine translation", + 0.5975792407989502 + ], + [ + "improving translation quality", + 0.5924769639968872 + ] + ], + "77": [ + [ + "convolutional neural networks text", + 0.611354649066925 + ], + [ + "recurrent neural network", + 0.5330379605293274 + ], + [ + "text classification tasks", + 0.5249779224395752 + ], + [ + "network cnn", + 0.4975828230381012 + ], + [ + "recurrent neural", + 0.48899924755096436 + ], + [ + "lstm", + 0.4856402575969696 + ], + [ + "neural network cnn", + 0.4811031222343445 + ], + [ + "networks text classification", + 0.47883445024490356 + ], + [ + "convolution recurrent", + 0.47749829292297363 + ], + [ + "convolutional neural network cnn", + 0.47415584325790405 + ] + ], + "78": [ + [ + "detection fake news", + 0.7703377604484558 + ], + [ + "fake news detection", + 0.7515122890472412 + ], + [ + "news classification", + 0.5847330689430237 + ], + [ + "news detection", + 0.5409348607063293 + ], + [ + "clickbait detection", + 0.4934166371822357 + ], + [ + "detection fake", + 0.47488534450531006 + ], + [ + "information fake", + 0.4589785933494568 + ], + [ + "news sources", + 0.44487428665161133 + ], + [ + "online news", + 0.4327656924724579 + ], + [ + "news sites", + 0.41974425315856934 + ] + ], + "79": [ + [ + "probabilistic contextfree grammars", + 0.7557500600814819 + ], + [ + "minimalist grammars", + 0.6944611072540283 + ], + [ + "tree adjoining grammars", + 0.6344964504241943 + ], + [ + "grammars language", + 0.620577871799469 + ], + [ + "treebank", + 0.6198915243148804 + ], + [ + "syntactic constructions", + 0.616051435470581 + ], + [ + "contextfree grammars", + 0.6106412410736084 + ], + [ + "annotated syntactic", + 0.6106257438659668 + ], + [ + "grammars", + 0.5992536544799805 + ], + [ + "parsing strategies", + 0.5977946519851685 + ] + ], + "80": [ + [ + "lexical knowledge base", + 0.6845946907997131 + ], + [ + "ontologies", + 0.6427433490753174 + ], + [ + "ontology concept", + 0.6284031271934509 + ], + [ + "ontology construction", + 0.6234360933303833 + ], + [ + "ontology", + 0.5993748903274536 + ], + [ + "domain ontology", + 0.5949989557266235 + ], + [ + "lexical semantics", + 0.58724045753479 + ], + [ + "ontological", + 0.5851161479949951 + ], + [ + "lexical knowledge", + 0.5771999359130859 + ], + [ + "concept hierarchy", + 0.5522383451461792 + ] + ], + "81": [ + [ + "named entity recognition ner", + 0.6587651371955872 + ], + [ + "entity recognition ner", + 0.6441018581390381 + ], + [ + "tagging named entity recognition ner", + 0.6430218815803528 + ], + [ + "named entity recognition", + 0.6096842288970947 + ], + [ + "chunking named entity recognition", + 0.6027233600616455 + ], + [ + "tagging named entity recognition", + 0.5716626048088074 + ], + [ + "recognition vietnamese", + 0.5682269930839539 + ], + [ + "vietnamese text", + 0.5681294202804565 + ], + [ + "entity recognition", + 0.5570360422134399 + ], + [ + "tasks vietnamese", + 0.5552213788032532 + ] + ], + "82": [ + [ + "evidence retrieval", + 0.6236046552658081 + ], + [ + "evidence sentences", + 0.6207714080810547 + ], + [ + "fact extraction", + 0.5805087089538574 + ], + [ + "claim detection", + 0.5533958673477173 + ], + [ + "evidence identification", + 0.5275893807411194 + ], + [ + "fact checking", + 0.5061236023902893 + ], + [ + "claim evidence", + 0.5046388506889343 + ], + [ + "correctness textual", + 0.46449214220046997 + ], + [ + "fact verification", + 0.4621775150299072 + ], + [ + "evidence graph", + 0.4592774212360382 + ] + ], + "83": [ + [ + "natural language generation nlg", + 0.7163378000259399 + ], + [ + "language generation nlg", + 0.6866157054901123 + ], + [ + "generation nlg", + 0.6763383150100708 + ], + [ + "evaluation natural language", + 0.6636722683906555 + ], + [ + "natural language generation", + 0.6534256935119629 + ], + [ + "nlg tasks", + 0.6231343746185303 + ], + [ + "existing nlg", + 0.6159195303916931 + ], + [ + "nlg systems", + 0.6113537549972534 + ], + [ + "automatic evaluation metrics", + 0.6051038503646851 + ], + [ + "language generation", + 0.5409093499183655 + ] + ], + "84": [ + [ + "dialogue generation", + 0.6692328453063965 + ], + [ + "neural conversation models", + 0.6450846195220947 + ], + [ + "neural response generation", + 0.6216973066329956 + ], + [ + "dialogue responses", + 0.620468258857727 + ], + [ + "response generation", + 0.6169431209564209 + ], + [ + "dialogue models", + 0.6135611534118652 + ], + [ + "opendomain dialogue generation", + 0.5909088850021362 + ], + [ + "generated responses", + 0.5797162055969238 + ], + [ + "conversation models", + 0.5780653953552246 + ], + [ + "neural dialogue", + 0.5518637895584106 + ] + ], + "85": [ + [ + "robust neural machine translation", + 0.7989095449447632 + ], + [ + "translation robustness", + 0.7058452367782593 + ], + [ + "neural machine translation nmt models", + 0.6840319633483887 + ], + [ + "neural machine translation systems", + 0.653126060962677 + ], + [ + "translation neural machine translation", + 0.6453465223312378 + ], + [ + "neural machine translation nmt", + 0.6389588117599487 + ], + [ + "neural machine translation", + 0.6361872553825378 + ], + [ + "translation neural machine", + 0.6313991546630859 + ], + [ + "machine translation neural", + 0.6256068348884583 + ], + [ + "machine translation nmt models", + 0.6170082688331604 + ] + ], + "86": [ + [ + "text editing", + 0.5017573237419128 + ], + [ + "text generation", + 0.4978678524494171 + ], + [ + "text rewriting", + 0.4794113039970398 + ], + [ + "sentence fusion", + 0.47004520893096924 + ], + [ + "sentence rewriting", + 0.4648527503013611 + ], + [ + "sentence splitting", + 0.46039825677871704 + ], + [ + "editing", + 0.4329400658607483 + ], + [ + "seq2seq learning", + 0.42787015438079834 + ], + [ + "split rephrase", + 0.4198806881904602 + ], + [ + "edit operations", + 0.4156169295310974 + ] + ], + "87": [ + [ + "phonology", + 0.7853002548217773 + ], + [ + "phonological typology", + 0.7813631892204285 + ], + [ + "phonological", + 0.7642263174057007 + ], + [ + "phonotactic", + 0.7144559025764465 + ], + [ + "phonetic", + 0.5830487012863159 + ], + [ + "morphology", + 0.5365527868270874 + ], + [ + "syllable", + 0.5339384078979492 + ], + [ + "linguistic typology", + 0.5324163436889648 + ], + [ + "consonants", + 0.5250707864761353 + ], + [ + "prosodic", + 0.5168478488922119 + ] + ], + "88": [ + [ + "geographic information retrieval", + 0.6226223111152649 + ], + [ + "location extraction", + 0.5612938404083252 + ], + [ + "location names", + 0.5372264385223389 + ], + [ + "geographic information", + 0.5127704739570618 + ], + [ + "geotagged", + 0.5100862979888916 + ], + [ + "geolocation", + 0.5032991170883179 + ], + [ + "locational", + 0.4378325343132019 + ], + [ + "geographic", + 0.424565851688385 + ], + [ + "gazetteers", + 0.39104175567626953 + ], + [ + "tweets", + 0.3742906451225281 + ] + ], + "89": [ + [ + "event argument extraction", + 0.6820088624954224 + ], + [ + "event extraction", + 0.6638604402542114 + ], + [ + "event extraction framework", + 0.6561658978462219 + ], + [ + "event mentions", + 0.49215179681777954 + ], + [ + "event schema induction", + 0.4825897216796875 + ], + [ + "event detection", + 0.4825843572616577 + ], + [ + "new event types", + 0.4812912344932556 + ], + [ + "typed events", + 0.47646355628967285 + ], + [ + "events", + 0.47421926259994507 + ], + [ + "event types", + 0.4730195999145508 + ] + ], + "90": [ + [ + "evaluation machine translation", + 0.6995515823364258 + ], + [ + "translation quality", + 0.6905359029769897 + ], + [ + "machine translation", + 0.6564828753471375 + ], + [ + "machine translation mt", + 0.5993590354919434 + ], + [ + "translations", + 0.5615372657775879 + ], + [ + "translators", + 0.5411841869354248 + ], + [ + "translator", + 0.5329242944717407 + ], + [ + "translation", + 0.4970732629299164 + ], + [ + "translationese", + 0.4745500385761261 + ], + [ + "translated", + 0.44874781370162964 + ] + ], + "91": [ + [ + "arabic sentiment analysis", + 0.8123679161071777 + ], + [ + "sentiment analysis arabic", + 0.7973496913909912 + ], + [ + "arabic sentiment", + 0.7184181213378906 + ], + [ + "arabic social media", + 0.636733889579773 + ], + [ + "arabic tweets", + 0.6158596277236938 + ], + [ + "arabic reviews", + 0.5972195863723755 + ], + [ + "sentiment classification", + 0.595160722732544 + ], + [ + "analysis arabic", + 0.5423097610473633 + ], + [ + "sentiment analysis", + 0.5336320400238037 + ], + [ + "arabic social", + 0.5128923058509827 + ] + ], + "92": [ + [ + "emoji prediction", + 0.8126134872436523 + ], + [ + "analysis emoji", + 0.741665244102478 + ], + [ + "emojis using", + 0.6927151083946228 + ], + [ + "emojis", + 0.6285114884376526 + ], + [ + "emoji", + 0.606947660446167 + ], + [ + "emoticons", + 0.6016644239425659 + ], + [ + "emoticon", + 0.5991909503936768 + ], + [ + "sentiment tasks", + 0.4724307656288147 + ], + [ + "sentiment scores", + 0.4445919990539551 + ], + [ + "tweets", + 0.40706557035446167 + ] + ], + "93": [ + [ + "neural parsing", + 0.6454983949661255 + ], + [ + "parsing language modeling", + 0.6397863626480103 + ], + [ + "learn parse", + 0.6146154403686523 + ], + [ + "parse trees", + 0.6088928580284119 + ], + [ + "treebank", + 0.6016696691513062 + ], + [ + "latent tree learning", + 0.5792995095252991 + ], + [ + "parsers", + 0.5773547887802124 + ], + [ + "constituency parsing", + 0.5661795735359192 + ], + [ + "parsing algorithms", + 0.5658482313156128 + ], + [ + "parsing ability", + 0.5655872821807861 + ] + ], + "94": [ + [ + "spatial language", + 0.555719792842865 + ], + [ + "natural language instructions", + 0.48272770643234253 + ], + [ + "robots", + 0.4515593945980072 + ], + [ + "robot", + 0.4469394087791443 + ], + [ + "natural language", + 0.42711368203163147 + ], + [ + "robotic", + 0.41529086232185364 + ], + [ + "visionandlanguage navigation", + 0.4045894145965576 + ], + [ + "learning rl", + 0.39874258637428284 + ], + [ + "abstraction", + 0.39511838555336 + ], + [ + "dynamic spatial", + 0.3889724016189575 + ] + ], + "95": [ + [ + "dialogue generation", + 0.6658695340156555 + ], + [ + "personalized dialogue", + 0.6395300626754761 + ], + [ + "conversational agents", + 0.5741143226623535 + ], + [ + "dialogue agents", + 0.570381224155426 + ], + [ + "consistent dialogue", + 0.5052870512008667 + ], + [ + "generation personalized", + 0.4950127601623535 + ], + [ + "response generation", + 0.49487927556037903 + ], + [ + "conversational", + 0.484928160905838 + ], + [ + "chatbots", + 0.46869251132011414 + ], + [ + "dialogue", + 0.4685976207256317 + ] + ], + "96": [ + [ + "chatbots", + 0.5707345008850098 + ], + [ + "chatbots existing", + 0.5597480535507202 + ], + [ + "chatbot", + 0.5226356983184814 + ], + [ + "response selection retrievalbased", + 0.5157225131988525 + ], + [ + "chatbots paper", + 0.51338791847229 + ], + [ + "conversation context", + 0.4706619083881378 + ], + [ + "multiturn response selection retrievalbased", + 0.4450530409812927 + ], + [ + "response generation", + 0.4295217990875244 + ], + [ + "conversation", + 0.42759454250335693 + ], + [ + "multiturn conversations", + 0.4138123393058777 + ] + ], + "97": [ + [ + "finegrained entity typing", + 0.6760090589523315 + ], + [ + "entity typing", + 0.6152871251106262 + ], + [ + "entity mentions", + 0.6136518716812134 + ], + [ + "entity mention", + 0.5961796045303345 + ], + [ + "corpus entity", + 0.5750482082366943 + ], + [ + "entity type classification", + 0.5679569244384766 + ], + [ + "finegrained entity type", + 0.5533150434494019 + ], + [ + "contextual information entity", + 0.527677059173584 + ], + [ + "finegrained entity", + 0.5237705707550049 + ], + [ + "finegrained named entity", + 0.5109307169914246 + ] + ], + "98": [ + [ + "solving arithmetic word problems", + 0.5077247619628906 + ], + [ + "solvers", + 0.48682695627212524 + ], + [ + "math word problems", + 0.4707232117652893 + ], + [ + "arithmetic word problems", + 0.454079806804657 + ], + [ + "text math", + 0.45312514901161194 + ], + [ + "math word", + 0.442228764295578 + ], + [ + "solver", + 0.44142085313796997 + ], + [ + "solving arithmetic word", + 0.4348513185977936 + ], + [ + "algebra word problems", + 0.4124593436717987 + ], + [ + "word problems", + 0.41104984283447266 + ] + ], + "99": [ + [ + "multilingual bert models", + 0.8017088174819946 + ], + [ + "multilingual bert model", + 0.7558070421218872 + ], + [ + "multilingual bert", + 0.7275789380073547 + ], + [ + "multilingual bert multilingual", + 0.7159321308135986 + ], + [ + "bert multilingual", + 0.6837462782859802 + ], + [ + "bert models languages", + 0.6603424549102783 + ], + [ + "multilingual named entity recognition", + 0.6325716972351074 + ], + [ + "languagespecific bert", + 0.6116766333580017 + ], + [ + "multilingual models", + 0.5991801023483276 + ], + [ + "bert models", + 0.5978922843933105 + ] + ], + "100": [ + [ + "financial news", + 0.5275996923446655 + ], + [ + "information news", + 0.4383539855480194 + ], + [ + "sentiment corpus", + 0.4325258731842041 + ], + [ + "stock market", + 0.4164206087589264 + ], + [ + "sentiment analysis", + 0.4124118983745575 + ], + [ + "news events", + 0.40174928307533264 + ], + [ + "sentiment text", + 0.3975059390068054 + ], + [ + "news headlines", + 0.3898690342903137 + ], + [ + "representation news", + 0.38898706436157227 + ], + [ + "sentiment score", + 0.3855423927307129 + ] + ], + "101": [ + [ + "multimodal dialogue", + 0.5950006246566772 + ], + [ + "dialogue dataset", + 0.5830651521682739 + ], + [ + "dialog technology challenge", + 0.5382471084594727 + ], + [ + "visual dialog", + 0.5281532406806946 + ], + [ + "multimodal attention", + 0.5212541222572327 + ], + [ + "dialogue systems", + 0.49142012000083923 + ], + [ + "audio visual sceneaware dialog", + 0.4821208417415619 + ], + [ + "dialogue", + 0.47585129737854004 + ], + [ + "dialog", + 0.4608641266822815 + ], + [ + "visual sceneaware dialog", + 0.4421553611755371 + ] + ], + "102": [ + [ + "word sense embeddings", + 0.8062808513641357 + ], + [ + "learning word sense embeddings", + 0.8056473731994629 + ], + [ + "embeddings word sense", + 0.7566797733306885 + ], + [ + "learning word sense", + 0.7149372100830078 + ], + [ + "word sense induction", + 0.6883771419525146 + ], + [ + "sense embeddings", + 0.6667587757110596 + ], + [ + "multisense word embeddings", + 0.6311286687850952 + ], + [ + "word sense induction wsi", + 0.626574695110321 + ], + [ + "word embeddings", + 0.5851140022277832 + ], + [ + "word sense", + 0.5457568168640137 + ] + ], + "103": [ + [ + "language agents", + 0.6182080507278442 + ], + [ + "language game", + 0.617313027381897 + ], + [ + "natural languages", + 0.5249050855636597 + ], + [ + "emergent communication", + 0.5183781981468201 + ], + [ + "grounded language learning", + 0.5090980529785156 + ], + [ + "communication game", + 0.5081685781478882 + ], + [ + "natural language state", + 0.5029357671737671 + ], + [ + "language", + 0.46137571334838867 + ], + [ + "reference games", + 0.4613398313522339 + ], + [ + "natural language", + 0.4482765197753906 + ] + ], + "104": [ + [ + "graph encoders", + 0.5544366836547852 + ], + [ + "encoding graph", + 0.5107477903366089 + ], + [ + "text generation knowledge", + 0.4988294243812561 + ], + [ + "text generation", + 0.49626651406288147 + ], + [ + "graph structures", + 0.4696936011314392 + ], + [ + "generation knowledge graphs", + 0.45536935329437256 + ], + [ + "graphbased", + 0.4489196538925171 + ], + [ + "sequence encoders", + 0.43268221616744995 + ], + [ + "graph structure", + 0.4322030246257782 + ], + [ + "graph convolutional networks", + 0.4302910566329956 + ] + ], + "105": [ + [ + "neural machine translation toolkit", + 0.7704154253005981 + ], + [ + "neural machine translation", + 0.7494766712188721 + ], + [ + "neural machine translation nmt", + 0.7491763234138489 + ], + [ + "neural machine translation architectures", + 0.7347621917724609 + ], + [ + "neural machine translation recent", + 0.7155375480651855 + ], + [ + "machine translation nmt", + 0.6948744654655457 + ], + [ + "machine translation architectures", + 0.6933804750442505 + ], + [ + "machine translation toolkit", + 0.6740291118621826 + ], + [ + "machine translation", + 0.6497655510902405 + ], + [ + "translation toolkit", + 0.6164946556091309 + ] + ], + "106": [ + [ + "text normalization", + 0.7288615107536316 + ], + [ + "historical text normalization", + 0.7007503509521484 + ], + [ + "normalized text", + 0.6619336605072021 + ], + [ + "spelling normalization", + 0.5903615951538086 + ], + [ + "normalizing", + 0.5825939774513245 + ], + [ + "normalized", + 0.5655373334884644 + ], + [ + "normalization task", + 0.5557628273963928 + ], + [ + "normalization techniques", + 0.5551477670669556 + ], + [ + "normalization", + 0.5471929311752319 + ], + [ + "normalization using", + 0.5292386412620544 + ] + ], + "107": [ + [ + "privacy", + 0.547179102897644 + ], + [ + "private information", + 0.49187082052230835 + ], + [ + "anonymization", + 0.44357624650001526 + ], + [ + "using neural language models", + 0.3672739565372467 + ], + [ + "private", + 0.36661356687545776 + ], + [ + "data protection", + 0.348071813583374 + ], + [ + "intent classification", + 0.3296058177947998 + ], + [ + "federated learning", + 0.32167375087738037 + ], + [ + "language models", + 0.3196415305137634 + ], + [ + "private module", + 0.3066200613975525 + ] + ], + "108": [ + [ + "decoding neural machine translation", + 0.6834771633148193 + ], + [ + "experiments neural machine translation", + 0.6823858022689819 + ], + [ + "neural machine translation", + 0.6794809103012085 + ], + [ + "neural machine translation nmt", + 0.5817480087280273 + ], + [ + "machine translation", + 0.5804256200790405 + ], + [ + "neural text generation", + 0.5515012741088867 + ], + [ + "translation tasks", + 0.5414528846740723 + ], + [ + "translation performance", + 0.5343514680862427 + ], + [ + "machine translation nmt", + 0.5273091793060303 + ], + [ + "lexically constrained decoding", + 0.5208834409713745 + ] + ], + "109": [ + [ + "distributional semantic models", + 0.659338653087616 + ], + [ + "hypernymy extraction", + 0.6379450559616089 + ], + [ + "distributional semantic", + 0.6326093077659607 + ], + [ + "using distributional semantics", + 0.6157817840576172 + ], + [ + "hypernym discovery", + 0.6135156154632568 + ], + [ + "modeling lexical", + 0.5984674692153931 + ], + [ + "hypernym detection", + 0.5967400074005127 + ], + [ + "hypernymy detection", + 0.5933246612548828 + ], + [ + "semantic relation classification", + 0.560943603515625 + ], + [ + "semantic classes", + 0.5400172472000122 + ] + ], + "110": [ + [ + "bias news articles", + 0.6827083826065063 + ], + [ + "bias news", + 0.6323708295822144 + ], + [ + "detection news articles", + 0.5724726915359497 + ], + [ + "bias detection", + 0.5591473579406738 + ], + [ + "ideology detection", + 0.5503069162368774 + ], + [ + "detection news", + 0.5446311831474304 + ], + [ + "bias dataset", + 0.5214117765426636 + ], + [ + "media bias", + 0.508936882019043 + ], + [ + "biased statements", + 0.49952077865600586 + ], + [ + "news text", + 0.48633524775505066 + ] + ], + "111": [ + [ + "networks gans", + 0.6245923638343811 + ], + [ + "gan models", + 0.5952829122543335 + ], + [ + "generative adversarial networks gans", + 0.590474009513855 + ], + [ + "generative adversarial net", + 0.581570029258728 + ], + [ + "generative adversarial", + 0.5729109048843384 + ], + [ + "generative adversarial networks", + 0.5727633237838745 + ], + [ + "models generative adversarial", + 0.5699954032897949 + ], + [ + "generative adversarial network", + 0.5681214332580566 + ], + [ + "generative adversarial nets", + 0.5634677410125732 + ], + [ + "text generation model", + 0.5517051219940186 + ] + ], + "112": [ + [ + "speech tagging", + 0.673823356628418 + ], + [ + "nlp tools", + 0.5882342457771301 + ], + [ + "nlp tools contest", + 0.5726809501647949 + ], + [ + "speech tagger", + 0.5624344348907471 + ], + [ + "pos tagging", + 0.5224475860595703 + ], + [ + "language tag", + 0.5130097270011902 + ], + [ + "partofspeech pos tagging", + 0.5111383199691772 + ], + [ + "sms corpus", + 0.5108853578567505 + ], + [ + "tagging", + 0.5097023248672485 + ], + [ + "hindienglish", + 0.4953559637069702 + ] + ], + "113": [ + [ + "humor detection", + 0.7412903308868408 + ], + [ + "pun recognition", + 0.554031491279602 + ], + [ + "humor", + 0.4988899528980255 + ], + [ + "humour", + 0.47475793957710266 + ], + [ + "humorous", + 0.4244532585144043 + ], + [ + "annotations", + 0.3612810969352722 + ], + [ + "language models", + 0.3538142442703247 + ], + [ + "laughter", + 0.33336085081100464 + ], + [ + "tweets", + 0.312078058719635 + ], + [ + "puns", + 0.2948777675628662 + ] + ], + "114": [ + [ + "metaphors", + 0.6507396697998047 + ], + [ + "metaphor", + 0.609680712223053 + ], + [ + "metaphorical", + 0.5537571907043457 + ], + [ + "metaphoric", + 0.5465819239616394 + ], + [ + "linguistic data", + 0.5123885273933411 + ], + [ + "word embeddings", + 0.5082623958587646 + ], + [ + "distributional semantics", + 0.49275726079940796 + ], + [ + "linguistic", + 0.4921455383300781 + ], + [ + "linguistic context", + 0.4864386320114136 + ], + [ + "lexical replacement", + 0.4809258282184601 + ] + ], + "115": [ + [ + "multilingual speech recognition", + 0.6502985954284668 + ], + [ + "automatic speech recognition asr", + 0.6031720042228699 + ], + [ + "speech recognition asr", + 0.5856566429138184 + ], + [ + "codeswitching speech", + 0.5739824175834656 + ], + [ + "language switching", + 0.5633479952812195 + ], + [ + "language modeling codeswitched", + 0.5625678300857544 + ], + [ + "monolingual language models", + 0.5505404472351074 + ], + [ + "speech data", + 0.5374621152877808 + ], + [ + "acoustic language", + 0.5308318734169006 + ], + [ + "automatic speech", + 0.5288532972335815 + ] + ], + "116": [ + [ + "coreference systems", + 0.6711128950119019 + ], + [ + "detection coreference resolution", + 0.6629233956336975 + ], + [ + "event coreference", + 0.6626228094100952 + ], + [ + "event coreference task", + 0.6619154214859009 + ], + [ + "relations event coreference", + 0.644315242767334 + ], + [ + "coreference resolution task", + 0.6355893015861511 + ], + [ + "detection coreference", + 0.6294901967048645 + ], + [ + "coreference resolution", + 0.6282954812049866 + ], + [ + "coreference task", + 0.592993974685669 + ], + [ + "coreference", + 0.5526618361473083 + ] + ], + "117": [ + [ + "mining online reviews", + 0.7104604244232178 + ], + [ + "suggestion mining online reviews", + 0.6691818237304688 + ], + [ + "review rating prediction", + 0.6145379543304443 + ], + [ + "reviews automatically", + 0.6123638153076172 + ], + [ + "review detection", + 0.5833643078804016 + ], + [ + "review helpfulness", + 0.5790524482727051 + ], + [ + "fake review detection", + 0.5610085129737854 + ], + [ + "online reviews", + 0.5454984903335571 + ], + [ + "reviews important", + 0.5268324613571167 + ], + [ + "suggestion mining", + 0.5224219560623169 + ] + ], + "118": [ + [ + "english tweets", + 0.5777108669281006 + ], + [ + "german tweets", + 0.5460829734802246 + ], + [ + "models twitter", + 0.5118566155433655 + ], + [ + "english tweet", + 0.5074995756149292 + ], + [ + "twitter text", + 0.5013073682785034 + ], + [ + "tweets", + 0.4997287094593048 + ], + [ + "existing language representation models", + 0.48105090856552124 + ], + [ + "english tweets paper", + 0.4775506258010864 + ], + [ + "information twitter", + 0.46548226475715637 + ], + [ + "twitter", + 0.4631240963935852 + ] + ], + "119": [ + [ + "pronoun resolution", + 0.5957318544387817 + ], + [ + "zero pronoun resolution", + 0.5828167200088501 + ], + [ + "anaphora resolution", + 0.5822885036468506 + ], + [ + "noun phrases japanese", + 0.5676620602607727 + ], + [ + "pronouns", + 0.5514276027679443 + ], + [ + "chinese zero pronoun resolution", + 0.5416903495788574 + ], + [ + "zero pronouns", + 0.5390925407409668 + ], + [ + "resolution anaphora", + 0.5305722951889038 + ], + [ + "noun phrases", + 0.5179296731948853 + ], + [ + "japanese sentences", + 0.517691969871521 + ] + ], + "120": [ + [ + "bilingual dictionary", + 0.6539174318313599 + ], + [ + "extracting bilingual", + 0.605963408946991 + ], + [ + "terminology extraction", + 0.6031183004379272 + ], + [ + "comparable corpus", + 0.5519201159477234 + ], + [ + "comparable corpora", + 0.5364209413528442 + ], + [ + "corpora method based", + 0.5241148471832275 + ], + [ + "comparable corpora method", + 0.5132218599319458 + ], + [ + "extracted lexicon", + 0.5116639137268066 + ], + [ + "corpora method", + 0.49970319867134094 + ], + [ + "corpora", + 0.4996018707752228 + ] + ], + "121": [ + [ + "contextaware neural machine translation", + 0.6949462890625 + ], + [ + "machine translation improves", + 0.6825034618377686 + ], + [ + "neural machine translation", + 0.6805100440979004 + ], + [ + "machine translation evaluation", + 0.6438931226730347 + ], + [ + "machine translation model", + 0.6415545344352722 + ], + [ + "overall translation quality", + 0.6207313537597656 + ], + [ + "machine translation", + 0.6172629594802856 + ], + [ + "improves translation", + 0.6120610237121582 + ], + [ + "translation performance", + 0.5933052897453308 + ], + [ + "machine translation mt", + 0.5889557600021362 + ] + ], + "122": [ + [ + "color descriptions", + 0.6037874221801758 + ], + [ + "colors", + 0.5327865481376648 + ], + [ + "colours", + 0.5243229866027832 + ], + [ + "colour", + 0.5084480047225952 + ], + [ + "color", + 0.4945891499519348 + ], + [ + "semantic representations", + 0.43331199884414673 + ], + [ + "word learning", + 0.4264935851097107 + ], + [ + "languages", + 0.3907567262649536 + ], + [ + "yellow", + 0.37096941471099854 + ], + [ + "model learns", + 0.3688526451587677 + ] + ], + "123": [ + [ + "nonautoregressive machine translation", + 0.6996774673461914 + ], + [ + "machine translation nonautoregressive", + 0.671320915222168 + ], + [ + "neural machine translation", + 0.652778148651123 + ], + [ + "translation models", + 0.6129248142242432 + ], + [ + "nonautoregressive translation nat models", + 0.6044703722000122 + ], + [ + "machine translation nat", + 0.5949426889419556 + ], + [ + "translation nat models", + 0.5700857639312744 + ], + [ + "machine translation", + 0.5402940511703491 + ], + [ + "translation quality", + 0.5038579702377319 + ], + [ + "nonautoregressive translation", + 0.48906534910202026 + ] + ], + "124": [ + [ + "language generation spoken dialogue systems", + 0.7115060091018677 + ], + [ + "natural language generation nlg critical", + 0.7011973857879639 + ], + [ + "natural language generation nlg", + 0.6995179653167725 + ], + [ + "generation spoken dialogue systems", + 0.6743161678314209 + ], + [ + "language generation nlg critical", + 0.6692028045654297 + ], + [ + "language generation nlg", + 0.6686456203460693 + ], + [ + "language generation spoken dialogue", + 0.6614089012145996 + ], + [ + "language generation nlg critical component", + 0.658825159072876 + ], + [ + "natural language generation", + 0.6442053914070129 + ], + [ + "generation nlg critical", + 0.635887861251831 + ] + ], + "125": [ + [ + "natural language inference", + 0.5742957592010498 + ], + [ + "crowd annotations", + 0.561106264591217 + ], + [ + "annotators", + 0.5290058255195618 + ], + [ + "language inference", + 0.5233910083770752 + ], + [ + "annotations", + 0.5112268328666687 + ], + [ + "crowdsourced", + 0.4993900656700134 + ], + [ + "nlp datasets", + 0.4973737597465515 + ], + [ + "annotation", + 0.49276190996170044 + ], + [ + "crowdsourcing", + 0.4787607192993164 + ], + [ + "natural language", + 0.4773356318473816 + ] + ], + "126": [ + [ + "african nlp", + 0.6039683222770691 + ], + [ + "language datasets", + 0.5954926013946533 + ], + [ + "language technology", + 0.571403980255127 + ], + [ + "nlp tools", + 0.5425335764884949 + ], + [ + "digital corpus", + 0.535873532295227 + ], + [ + "african language", + 0.5189656615257263 + ], + [ + "african languages", + 0.5085773468017578 + ], + [ + "natural language", + 0.4622785151004791 + ], + [ + "information revolution", + 0.45351293683052063 + ], + [ + "language processing", + 0.4470272660255432 + ] + ], + "127": [ + [ + "automated essay scoring", + 0.7494103908538818 + ], + [ + "short answer grading", + 0.6619266271591187 + ], + [ + "essay scoring", + 0.6333287358283997 + ], + [ + "answer grading", + 0.6104179620742798 + ], + [ + "automated essay", + 0.6073750257492065 + ], + [ + "automatic essay", + 0.6036736369132996 + ], + [ + "automatically grade", + 0.5841213464736938 + ], + [ + "essay score", + 0.5605051517486572 + ], + [ + "grading", + 0.5457327365875244 + ], + [ + "automated assessment", + 0.5182953476905823 + ] + ], + "128": [ + [ + "crosslingual dependency parsing", + 0.7314131259918213 + ], + [ + "dependency treebanks", + 0.7068651914596558 + ], + [ + "treebanks training", + 0.7031127214431763 + ], + [ + "crosslingual parsing", + 0.6491148471832275 + ], + [ + "parsing crosslingual", + 0.6362866163253784 + ], + [ + "multiple treebanks", + 0.6344252824783325 + ], + [ + "treebanks", + 0.6303203701972961 + ], + [ + "treebank", + 0.6021856069564819 + ], + [ + "languages parser", + 0.6007184982299805 + ], + [ + "dependency parsing", + 0.5858709812164307 + ] + ], + "129": [ + [ + "unsupervised opinion summarization", + 0.6985739469528198 + ], + [ + "opinion summarization", + 0.6629329919815063 + ], + [ + "review summarization", + 0.6623481512069702 + ], + [ + "review sentiment analysis", + 0.5912813544273376 + ], + [ + "review sentiment", + 0.5605651140213013 + ], + [ + "reviews generated", + 0.5340334177017212 + ], + [ + "predict sentiment", + 0.5192297697067261 + ], + [ + "user reviews", + 0.5047061443328857 + ], + [ + "sentiment classification", + 0.5042515993118286 + ], + [ + "review detection", + 0.4975000023841858 + ] + ], + "130": [ + [ + "human reading behavior", + 0.5901902318000793 + ], + [ + "machine reading comprehension", + 0.5763664245605469 + ], + [ + "gaze", + 0.557223916053772 + ], + [ + "eyetracking data", + 0.5436890125274658 + ], + [ + "attention machine", + 0.5244165658950806 + ], + [ + "eyetracking", + 0.5234119892120361 + ], + [ + "gaze features", + 0.5188890695571899 + ], + [ + "human reading", + 0.5102255940437317 + ], + [ + "reading comprehension", + 0.5081925988197327 + ], + [ + "machine reading", + 0.5078774690628052 + ] + ], + "131": [ + [ + "nlg systems", + 0.7424415349960327 + ], + [ + "natural language processing nlp", + 0.7163201570510864 + ], + [ + "language processing nlp", + 0.7161041498184204 + ], + [ + "processing nlp", + 0.7100306749343872 + ], + [ + "applications nlp", + 0.695918083190918 + ], + [ + "natural language processing", + 0.6679108142852783 + ], + [ + "nlp pipelines", + 0.6654590368270874 + ], + [ + "natural language toolkit", + 0.6473106145858765 + ], + [ + "natural language generation", + 0.6440833210945129 + ], + [ + "natural language", + 0.6368318200111389 + ] + ], + "132": [ + [ + "wmt19 news translation task", + 0.7624650597572327 + ], + [ + "shared news translation task", + 0.7227932214736938 + ], + [ + "news translation task", + 0.7201670408248901 + ], + [ + "news translation shared task", + 0.7143470048904419 + ], + [ + "submissions wmt19 news translation", + 0.703982412815094 + ], + [ + "shared task news translation", + 0.6822468042373657 + ], + [ + "machine translation model", + 0.6782431602478027 + ], + [ + "news translation task paper", + 0.6719701290130615 + ], + [ + "shared news translation", + 0.6634683609008789 + ], + [ + "based neural machine translation model", + 0.6572611331939697 + ] + ], + "133": [ + [ + "semantic representation", + 0.6861604452133179 + ], + [ + "semantic representation format", + 0.6524214744567871 + ], + [ + "natural language", + 0.6284254789352417 + ], + [ + "semantics", + 0.6266597509384155 + ], + [ + "meaning natural language", + 0.6170560121536255 + ], + [ + "semantic", + 0.6008239984512329 + ], + [ + "knowledge representation", + 0.5990384221076965 + ], + [ + "semantic roles", + 0.565626859664917 + ], + [ + "linguistic", + 0.547116756439209 + ], + [ + "syntactic parse", + 0.4944641590118408 + ] + ], + "134": [ + [ + "sign language", + 0.7495592832565308 + ], + [ + "sign language asl", + 0.7247800827026367 + ], + [ + "sign languages", + 0.7208796739578247 + ], + [ + "american sign language", + 0.6948103904724121 + ], + [ + "american sign language asl", + 0.6862602233886719 + ], + [ + "gesture", + 0.5136902928352356 + ], + [ + "language asl", + 0.4799143671989441 + ], + [ + "sign", + 0.4404039680957794 + ], + [ + "language translation", + 0.4293135106563568 + ], + [ + "american sign", + 0.42079058289527893 + ] + ], + "135": [ + [ + "sequence labeling tasks", + 0.7024670839309692 + ], + [ + "sequence labeling", + 0.6002740859985352 + ], + [ + "label sequences", + 0.5232487320899963 + ], + [ + "sequence tagging", + 0.5224848985671997 + ], + [ + "multilabel text classification", + 0.5075616240501404 + ], + [ + "semantic sequence", + 0.489994078874588 + ], + [ + "model multilabel", + 0.4621449112892151 + ], + [ + "multitask learning", + 0.45626652240753174 + ], + [ + "multilabel text", + 0.4532979130744934 + ], + [ + "multilabel classification", + 0.45293474197387695 + ] + ], + "136": [ + [ + "phylogenetic", + 0.6171122789382935 + ], + [ + "language trees", + 0.6082757711410522 + ], + [ + "phylogenies", + 0.6055428981781006 + ], + [ + "phylogeny", + 0.5655706524848938 + ], + [ + "historical linguistics", + 0.5361676812171936 + ], + [ + "linguistics", + 0.4990919232368469 + ], + [ + "cognate identification", + 0.4937129318714142 + ], + [ + "historical linguistics word", + 0.4834705591201782 + ], + [ + "language families", + 0.47836512327194214 + ], + [ + "language family", + 0.45121538639068604 + ] + ], + "137": [ + [ + "syntax neural machine translation", + 0.734662652015686 + ], + [ + "decoder neural machine translation", + 0.710546612739563 + ], + [ + "neural machine translation", + 0.6845942735671997 + ], + [ + "neural machine translation model", + 0.6831537485122681 + ], + [ + "neural machine translation nmt", + 0.6555792093276978 + ], + [ + "machine translation model", + 0.5980908870697021 + ], + [ + "syntax neural machine", + 0.5936635136604309 + ], + [ + "machine translation nmt", + 0.582849383354187 + ], + [ + "syntax neural", + 0.5806188583374023 + ], + [ + "translation models", + 0.5642487406730652 + ] + ], + "138": [ + [ + "natural language explanations", + 0.6847236156463623 + ], + [ + "explanations neural", + 0.6616288423538208 + ], + [ + "natural language nl explanations", + 0.6584638357162476 + ], + [ + "explanations models", + 0.630727231502533 + ], + [ + "language nl explanations", + 0.6030583381652832 + ], + [ + "human explanations", + 0.5985798835754395 + ], + [ + "language explanations", + 0.5879387855529785 + ], + [ + "humangenerated explanations", + 0.5140580534934998 + ], + [ + "nl explanations", + 0.5109313726425171 + ], + [ + "natural language inference", + 0.5084565877914429 + ] + ], + "139": [ + [ + "taskoriented dialog systems", + 0.49042946100234985 + ], + [ + "dialog systems", + 0.47587114572525024 + ], + [ + "slots context", + 0.4747017025947571 + ], + [ + "slot filling models", + 0.46205320954322815 + ], + [ + "slot descriptions", + 0.4327128529548645 + ], + [ + "natural language understanding nlu systems", + 0.4313841462135315 + ], + [ + "slot filling", + 0.4268406927585602 + ], + [ + "slot filling slot", + 0.4145837426185608 + ], + [ + "dialog", + 0.4078714847564697 + ], + [ + "language understanding nlu systems", + 0.3995576500892639 + ] + ], + "140": [ + [ + "personality traits text", + 0.6492491960525513 + ], + [ + "personality text", + 0.6369924545288086 + ], + [ + "personality detection", + 0.6073432564735413 + ], + [ + "personality recognition", + 0.5999776721000671 + ], + [ + "personality traits", + 0.5034389495849609 + ], + [ + "traits text", + 0.49784427881240845 + ], + [ + "gender language", + 0.4748009145259857 + ], + [ + "personality trait", + 0.472939133644104 + ], + [ + "author profiling", + 0.47165581583976746 + ], + [ + "personality", + 0.46765536069869995 + ] + ], + "141": [ + [ + "semantic relations", + 0.6005595922470093 + ], + [ + "automatic disambiguation", + 0.5456904172897339 + ], + [ + "semantic", + 0.545220673084259 + ], + [ + "semantic roles", + 0.5271777510643005 + ], + [ + "disambiguation task", + 0.5269837379455566 + ], + [ + "prepositions", + 0.524724006652832 + ], + [ + "prepositional attachment", + 0.5215041637420654 + ], + [ + "semantics", + 0.5063545107841492 + ], + [ + "lexical", + 0.49702513217926025 + ], + [ + "syntax semantics", + 0.49589210748672485 + ] + ], + "142": [ + [ + "nlp papers", + 0.580883264541626 + ], + [ + "information extraction", + 0.5709022283554077 + ], + [ + "corpus scientific", + 0.552753210067749 + ], + [ + "information extraction framework", + 0.5395539999008179 + ], + [ + "extraction framework", + 0.5148834586143494 + ], + [ + "corpus", + 0.5048325061798096 + ], + [ + "scientific literature", + 0.5040673017501831 + ], + [ + "semantic classification", + 0.4926503896713257 + ], + [ + "scientific articles", + 0.4663603603839874 + ], + [ + "scientific documents", + 0.4513515532016754 + ] + ], + "143": [ + [ + "russian semantic", + 0.647379994392395 + ], + [ + "word similarity dataset", + 0.6194857358932495 + ], + [ + "word embeddings evaluation", + 0.5844265818595886 + ], + [ + "word embedding models", + 0.579505443572998 + ], + [ + "russian national corpus", + 0.572354257106781 + ], + [ + "semantic similarity", + 0.5721794366836548 + ], + [ + "word embedding model", + 0.5603154897689819 + ], + [ + "word similarity", + 0.5543908476829529 + ], + [ + "word embeddings", + 0.5519575476646423 + ], + [ + "word embedding", + 0.5429739952087402 + ] + ], + "144": [ + [ + "code generation", + 0.5751795768737793 + ], + [ + "language code", + 0.5055769681930542 + ], + [ + "source code", + 0.48609644174575806 + ], + [ + "programming language", + 0.4395905137062073 + ], + [ + "apis", + 0.43259385228157043 + ], + [ + "programming languages", + 0.41904520988464355 + ], + [ + "natural languages", + 0.4169565439224243 + ], + [ + "natural language", + 0.41087108850479126 + ], + [ + "api", + 0.39356425404548645 + ], + [ + "code", + 0.3896583914756775 + ] + ], + "145": [ + [ + "automatic translations", + 0.7208991050720215 + ], + [ + "machine translation", + 0.7127705812454224 + ], + [ + "machine translation approaches", + 0.7067427635192871 + ], + [ + "statistical machine translation", + 0.6978684663772583 + ], + [ + "translation approaches", + 0.6944935917854309 + ], + [ + "based machine translation", + 0.6895398497581482 + ], + [ + "quality machine translation", + 0.6673375368118286 + ], + [ + "statistical machine translation smt", + 0.655139148235321 + ], + [ + "translation process", + 0.6500574350357056 + ], + [ + "machine translation smt", + 0.6499454975128174 + ] + ], + "146": [ + [ + "knowledgegrounded dialogue generation", + 0.7678314447402954 + ], + [ + "knowledgeaware dialogue generation", + 0.7535809278488159 + ], + [ + "dialogue generation model", + 0.696982204914093 + ], + [ + "knowledge graphbased dialogue", + 0.6895071268081665 + ], + [ + "dialogue generation", + 0.6696646213531494 + ], + [ + "knowledgegrounded dialogue", + 0.6428462266921997 + ], + [ + "generative dialogue", + 0.6070592403411865 + ], + [ + "dialogues training", + 0.6052958965301514 + ], + [ + "dialogue systems", + 0.5702387094497681 + ], + [ + "nongoal oriented dialogues", + 0.5206908583641052 + ] + ], + "147": [ + [ + "sentence representations", + 0.5804809331893921 + ], + [ + "evaluation sentence embeddings", + 0.5762443542480469 + ], + [ + "sentence embeddings", + 0.5740638971328735 + ], + [ + "sentence encoders", + 0.552457332611084 + ], + [ + "sentence embedding", + 0.5425150990486145 + ], + [ + "nlp tasks", + 0.539185106754303 + ], + [ + "embeddings pretrained", + 0.5275413990020752 + ], + [ + "sentence vectors", + 0.5241670608520508 + ], + [ + "sentence encoder", + 0.5125035047531128 + ], + [ + "learning nlp", + 0.5086735486984253 + ] + ], + "148": [ + [ + "distributional semantics distributional", + 0.8087364435195923 + ], + [ + "distributional semantic models", + 0.8085191249847412 + ], + [ + "distributional semantics", + 0.801591157913208 + ], + [ + "distributional semantic", + 0.7968359589576721 + ], + [ + "distributional semantics present", + 0.7859885692596436 + ], + [ + "semantics distributional", + 0.7758665084838867 + ], + [ + "functional distributional semantics", + 0.7679849863052368 + ], + [ + "functional distributional semantics provides", + 0.7556706666946411 + ], + [ + "functional distributional semantics functional distributional", + 0.7553122043609619 + ], + [ + "semantic composition", + 0.6377992630004883 + ] + ], + "149": [ + [ + "semantic compositionality", + 0.695758581161499 + ], + [ + "compositional semantics", + 0.6874738335609436 + ], + [ + "phrase embeddings", + 0.6610593199729919 + ], + [ + "distributed semantic representations", + 0.6282893419265747 + ], + [ + "word embeddings", + 0.6221780180931091 + ], + [ + "learning compositional", + 0.6035475730895996 + ], + [ + "semantic representations", + 0.5718698501586914 + ], + [ + "learning embeddings", + 0.5439200401306152 + ], + [ + "tasks natural language", + 0.5420419573783875 + ], + [ + "distributed semantic", + 0.5343002080917358 + ] + ], + "150": [ + [ + "dependency treebanks", + 0.7791231870651245 + ], + [ + "annotated treebank", + 0.7388392686843872 + ], + [ + "treebanks", + 0.6786699295043945 + ], + [ + "syntactic annotations", + 0.6622217893600464 + ], + [ + "treebank", + 0.6517654657363892 + ], + [ + "dependency parsing", + 0.6488747596740723 + ], + [ + "english universal dependencies", + 0.6223915815353394 + ], + [ + "dependency syntax", + 0.5584725141525269 + ], + [ + "penn treebank", + 0.5493807792663574 + ], + [ + "annotation guidelines", + 0.5403729677200317 + ] + ], + "151": [ + [ + "abbreviation disambiguation", + 0.7167546153068542 + ], + [ + "acronyms", + 0.626872181892395 + ], + [ + "abbreviations", + 0.5882022380828857 + ], + [ + "acronym", + 0.5642695426940918 + ], + [ + "disambiguation", + 0.5330724120140076 + ], + [ + "abbreviation", + 0.5192968845367432 + ], + [ + "abbreviated", + 0.4529650807380676 + ], + [ + "unstructured text", + 0.40452513098716736 + ], + [ + "manually annotated", + 0.3999510705471039 + ], + [ + "document understanding", + 0.3686794638633728 + ] + ], + "152": [ + [ + "propaganda detection", + 0.6984766721725464 + ], + [ + "detection news", + 0.5843950510025024 + ], + [ + "detection news articles", + 0.581619381904602 + ], + [ + "propaganda", + 0.4542466998100281 + ], + [ + "news articles", + 0.40105703473091125 + ], + [ + "classification", + 0.37877488136291504 + ], + [ + "linguistic features", + 0.3685530126094818 + ], + [ + "pretrained bert model", + 0.3489605188369751 + ], + [ + "classification tc", + 0.32070648670196533 + ], + [ + "bert model", + 0.31058090925216675 + ] + ], + "153": [ + [ + "open information extraction", + 0.7775850296020508 + ], + [ + "corpus open information extraction", + 0.7702990770339966 + ], + [ + "open information extraction openie", + 0.7632497549057007 + ], + [ + "open information extraction open", + 0.7617740035057068 + ], + [ + "open information extraction present", + 0.7530066967010498 + ], + [ + "open information extraction systems", + 0.7504059672355652 + ], + [ + "open information extraction oie systems", + 0.7402046918869019 + ], + [ + "information extraction open", + 0.716742753982544 + ], + [ + "corpus open information", + 0.6744630336761475 + ], + [ + "information extraction", + 0.5474302768707275 + ] + ], + "154": [ + [ + "hebrew morphological", + 0.7029995918273926 + ], + [ + "hebrew", + 0.6455535292625427 + ], + [ + "modern hebrew", + 0.6083950996398926 + ], + [ + "linguistic annotation", + 0.5160494446754456 + ], + [ + "corpus", + 0.4945187568664551 + ], + [ + "textual", + 0.48293760418891907 + ], + [ + "linguistic annotation framework", + 0.4736044108867645 + ], + [ + "nlp applications", + 0.4467911422252655 + ], + [ + "morphological disambiguation", + 0.42584890127182007 + ], + [ + "large pretrained language model", + 0.4222119450569153 + ] + ], + "155": [ + [ + "language typology", + 0.6703566312789917 + ], + [ + "linguistic typology", + 0.6452684998512268 + ], + [ + "language representations", + 0.6285872459411621 + ], + [ + "language embeddings", + 0.6266226768493652 + ], + [ + "linguistic features", + 0.591599702835083 + ], + [ + "languages features", + 0.5891305208206177 + ], + [ + "language similarities", + 0.5827396512031555 + ], + [ + "linguistics", + 0.5668737888336182 + ], + [ + "language structures", + 0.548153281211853 + ], + [ + "classification languages", + 0.5440636873245239 + ] + ], + "156": [ + [ + "largescale multilabel text classification", + 0.5653305053710938 + ], + [ + "multilabel text classification", + 0.5483798980712891 + ], + [ + "zeroshot text classification", + 0.5464427471160889 + ], + [ + "multilabel classification", + 0.5014244914054871 + ], + [ + "zeroshot sequence labeling", + 0.49167174100875854 + ], + [ + "classification tasks", + 0.4596000909805298 + ], + [ + "dataless classification", + 0.45955467224121094 + ], + [ + "sequence labeling", + 0.45382726192474365 + ], + [ + "largescale multilabel text", + 0.44736161828041077 + ], + [ + "text classification mltc", + 0.430214524269104 + ] + ], + "157": [ + [ + "variational autoencoder", + 0.6530052423477173 + ], + [ + "variational autoencoders", + 0.6463111639022827 + ], + [ + "variational autoencoder vae", + 0.6032731533050537 + ], + [ + "variational autoencoders vaes", + 0.5977161526679993 + ], + [ + "recurrent neural network language models", + 0.5704542994499207 + ], + [ + "neural generative models", + 0.5626589059829712 + ], + [ + "generate sentences", + 0.549475908279419 + ], + [ + "generating sentences", + 0.5418170094490051 + ], + [ + "generated sentences", + 0.5364929437637329 + ], + [ + "neural generative", + 0.5307832956314087 + ] + ], + "158": [ + [ + "tweets", + 0.472836971282959 + ], + [ + "information classification", + 0.46310174465179443 + ], + [ + "twitter", + 0.4577541649341583 + ], + [ + "social media data", + 0.45170897245407104 + ], + [ + "topic modelling", + 0.4284246563911438 + ], + [ + "disasters", + 0.42410874366760254 + ], + [ + "tweet", + 0.4158945381641388 + ], + [ + "crisis response", + 0.4060705006122589 + ], + [ + "social media", + 0.39417868852615356 + ], + [ + "crises", + 0.39090198278427124 + ] + ], + "159": [ + [ + "adversarial training", + 0.5978643894195557 + ], + [ + "machine comprehension models", + 0.5807753801345825 + ], + [ + "models adversarial", + 0.5734823942184448 + ], + [ + "adversarial evaluation", + 0.5675041675567627 + ], + [ + "adversarial questions", + 0.5649019479751587 + ], + [ + "adversarial examples", + 0.563666820526123 + ], + [ + "adversarially", + 0.5635777115821838 + ], + [ + "propose adversarial training", + 0.5582074522972107 + ], + [ + "adversarial", + 0.5530851483345032 + ], + [ + "adversarial training data", + 0.5479649305343628 + ] + ], + "160": [ + [ + "syntactic parse tree", + 0.6442451477050781 + ], + [ + "syntactic tree", + 0.607578694820404 + ], + [ + "treebank", + 0.6000977754592896 + ], + [ + "treebased neural", + 0.5973276495933533 + ], + [ + "parsing trees", + 0.5751397609710693 + ], + [ + "treebank annotations", + 0.5677404403686523 + ], + [ + "sentence modeling", + 0.5587917566299438 + ], + [ + "syntactic representations", + 0.557004451751709 + ], + [ + "syntactic parse", + 0.5516901016235352 + ], + [ + "parse trees", + 0.5313103199005127 + ] + ], + "161": [ + [ + "neural headline generation", + 0.7497811317443848 + ], + [ + "headline generation", + 0.6833791732788086 + ], + [ + "neural headline", + 0.6055103540420532 + ], + [ + "synthetic news generation", + 0.5717326402664185 + ], + [ + "news headline body", + 0.5347805023193359 + ], + [ + "news generation", + 0.5184610486030579 + ], + [ + "headline body text", + 0.4919111728668213 + ], + [ + "news headlines", + 0.4908097982406616 + ], + [ + "news headline", + 0.4877556562423706 + ], + [ + "title generation", + 0.4790477454662323 + ] + ], + "162": [ + [ + "reasoning entities", + 0.583247184753418 + ], + [ + "reasoning knowledge", + 0.5725555419921875 + ], + [ + "knowledge graph", + 0.5572035312652588 + ], + [ + "reasoning model", + 0.49008774757385254 + ], + [ + "symbolic knowledge", + 0.47508561611175537 + ], + [ + "symbolic reasoning", + 0.43173086643218994 + ], + [ + "reasoning rules", + 0.3929459750652313 + ], + [ + "knowledge", + 0.3916606307029724 + ], + [ + "documentlevel relation extraction", + 0.37986722588539124 + ], + [ + "entities relations", + 0.3765004873275757 + ] + ], + "163": [ + [ + "short text classification", + 0.6672050952911377 + ], + [ + "text classifiers", + 0.6633992791175842 + ], + [ + "document classification", + 0.6610066890716553 + ], + [ + "text classification", + 0.6559414863586426 + ], + [ + "learning text classification", + 0.6421072483062744 + ], + [ + "classification text classification", + 0.6412997245788574 + ], + [ + "text classification text", + 0.6409862041473389 + ], + [ + "text classification text classification", + 0.6375948786735535 + ], + [ + "documents classification", + 0.6345552802085876 + ], + [ + "classification text", + 0.6257394552230835 + ] + ] + }, + "MMR": { + "-1": [ + [ + "language", + 0.005019762610264577 + ], + [ + "models", + 0.004348724316080483 + ], + [ + "model", + 0.004271956455474708 + ], + [ + "data", + 0.0040104426853126195 + ], + [ + "translation", + 0.004000412053392823 + ], + [ + "word", + 0.003943480246774589 + ], + [ + "tasks", + 0.003804044383849433 + ], + [ + "neural", + 0.0036979711809664285 + ], + [ + "learning", + 0.003634910014057082 + ], + [ + "languages", + 0.003609126508455637 + ] + ], + "0": [ + [ + "question", + 0.028116582131715636 + ], + [ + "answer", + 0.02036574353723801 + ], + [ + "questions", + 0.020315648001639392 + ], + [ + "answering", + 0.01998156510614195 + ], + [ + "question answering", + 0.018641244227934343 + ], + [ + "comprehension", + 0.01642006172538503 + ], + [ + "qa", + 0.015599585041079979 + ], + [ + "reading comprehension", + 0.014533415805478104 + ], + [ + "reading", + 0.014291500771103695 + ], + [ + "answers", + 0.010749442885428359 + ] + ], + "1": [ + [ + "speech", + 0.03173329671148156 + ], + [ + "speech recognition", + 0.020292223592691016 + ], + [ + "acoustic", + 0.01688351242770658 + ], + [ + "recognition", + 0.016803050161604306 + ], + [ + "asr", + 0.015372194933777427 + ], + [ + "automatic speech", + 0.008642941685020467 + ], + [ + "endtoend", + 0.008570078374551874 + ], + [ + "automatic speech recognition", + 0.00828562672849241 + ], + [ + "ctc", + 0.008249821350661376 + ], + [ + "audio", + 0.007941334915529138 + ] + ], + "2": [ + [ + "summarization", + 0.045428908874652806 + ], + [ + "summaries", + 0.02304279003966512 + ], + [ + "abstractive", + 0.022587210789205524 + ], + [ + "summary", + 0.018623099998134277 + ], + [ + "extractive", + 0.015595896865170369 + ], + [ + "abstractive summarization", + 0.014907191662224838 + ], + [ + "text summarization", + 0.013263899550581269 + ], + [ + "document", + 0.010889902059190892 + ], + [ + "rouge", + 0.00979463810574288 + ], + [ + "multidocument", + 0.007749585090259431 + ] + ], + "3": [ + [ + "clinical", + 0.02490697859225499 + ], + [ + "medical", + 0.02145023367361423 + ], + [ + "biomedical", + 0.01671833224758784 + ], + [ + "extraction", + 0.01132668712889026 + ], + [ + "notes", + 0.009217067036503507 + ], + [ + "drug", + 0.009018046910054306 + ], + [ + "reports", + 0.007589929748967601 + ], + [ + "relation", + 0.006883596137022315 + ], + [ + "radiology", + 0.006824034236266784 + ], + [ + "disease", + 0.006487028614795284 + ] + ], + "4": [ + [ + "translation", + 0.023115029942030654 + ], + [ + "machine translation", + 0.019774086805263262 + ], + [ + "parallel", + 0.01954130714893192 + ], + [ + "machine", + 0.016661703289184135 + ], + [ + "nmt", + 0.016593793269871815 + ], + [ + "neural machine", + 0.016489402086242094 + ], + [ + "neural machine translation", + 0.016338051036440638 + ], + [ + "lowresource", + 0.011997209016031183 + ], + [ + "multilingual", + 0.011485278603608953 + ], + [ + "data", + 0.010030733454272899 + ] + ], + "5": [ + [ + "emotion", + 0.05961813054061635 + ], + [ + "emotions", + 0.02836067868721212 + ], + [ + "emotional", + 0.016352999419546314 + ], + [ + "emotion recognition", + 0.014352446485655732 + ], + [ + "affective", + 0.010506881788813056 + ], + [ + "intensity", + 0.009974509645159911 + ], + [ + "empathetic", + 0.00810385599967073 + ], + [ + "cause", + 0.008069687263230171 + ], + [ + "emotion detection", + 0.00795429830772549 + ], + [ + "multimodal", + 0.00784836340684864 + ] + ], + "6": [ + [ + "word", + 0.02620739768064832 + ], + [ + "embeddings", + 0.016555641022509438 + ], + [ + "word embeddings", + 0.01603651810007833 + ], + [ + "similarity", + 0.015891869070277162 + ], + [ + "vector", + 0.01584722000407068 + ], + [ + "embedding", + 0.015533782909788805 + ], + [ + "vectors", + 0.015274108540895398 + ], + [ + "word embedding", + 0.012281959739465045 + ], + [ + "semantic", + 0.011992857501222783 + ], + [ + "analogy", + 0.010998328179851736 + ] + ], + "7": [ + [ + "bert", + 0.02845468172510854 + ], + [ + "probing", + 0.015546719207904588 + ], + [ + "tasks", + 0.012233716492400813 + ], + [ + "pretraining", + 0.01223275002304698 + ], + [ + "pretrained", + 0.011620350012661197 + ], + [ + "representations", + 0.010415600750459348 + ], + [ + "distillation", + 0.00871589666493176 + ], + [ + "glue", + 0.007996489296141537 + ], + [ + "finetuning", + 0.007853116299694173 + ], + [ + "models", + 0.007828526555852776 + ] + ], + "8": [ + [ + "relation", + 0.04575706384992377 + ], + [ + "relation extraction", + 0.03919836104514693 + ], + [ + "extraction", + 0.030237300641925067 + ], + [ + "relations", + 0.014316175251128155 + ], + [ + "distant", + 0.013858274979527335 + ], + [ + "distant supervision", + 0.013784040524516115 + ], + [ + "relation classification", + 0.013101423466463525 + ], + [ + "entity", + 0.0121859896582319 + ], + [ + "supervision", + 0.012181430980067992 + ], + [ + "entities", + 0.009460303976410322 + ] + ], + "9": [ + [ + "hate", + 0.04370672262852609 + ], + [ + "hate speech", + 0.0405417021945411 + ], + [ + "offensive", + 0.021765512203324434 + ], + [ + "detection", + 0.02115851011892389 + ], + [ + "speech", + 0.019994886395858353 + ], + [ + "abusive", + 0.018519938890006495 + ], + [ + "speech detection", + 0.017673968735869103 + ], + [ + "hate speech detection", + 0.01757888741070148 + ], + [ + "toxic", + 0.015748353098941664 + ], + [ + "social", + 0.014357697446424022 + ] + ], + "10": [ + [ + "arabic", + 0.04177058210044618 + ], + [ + "sanskrit", + 0.019840323847966537 + ], + [ + "kurdish", + 0.015113038832008175 + ], + [ + "transliteration", + 0.01374954289985265 + ], + [ + "rules", + 0.01265451689836452 + ], + [ + "algorithm", + 0.01135262695757073 + ], + [ + "sandhi", + 0.011319076964813143 + ], + [ + "stemming", + 0.011144058030411566 + ], + [ + "morphological", + 0.010209938189597185 + ], + [ + "script", + 0.010174544314507776 + ] + ], + "11": [ + [ + "aspect", + 0.052866034102800566 + ], + [ + "sentiment", + 0.036882279451161355 + ], + [ + "sentiment analysis", + 0.022855459517518256 + ], + [ + "aspectbased sentiment", + 0.021903058008749306 + ], + [ + "aspectbased", + 0.021761050263487205 + ], + [ + "opinion", + 0.021710795408129105 + ], + [ + "aspectbased sentiment analysis", + 0.020476416597280854 + ], + [ + "absa", + 0.020476416597280854 + ], + [ + "analysis", + 0.014535140338590751 + ], + [ + "sentiment classification", + 0.012747087354053815 + ] + ], + "12": [ + [ + "morphological", + 0.05492748005405195 + ], + [ + "inflection", + 0.019514062657520568 + ], + [ + "languages", + 0.014412594591540324 + ], + [ + "morphology", + 0.01441190145248213 + ], + [ + "morphological analysis", + 0.014063667928652 + ], + [ + "lemmatization", + 0.012621623675829124 + ], + [ + "inflected", + 0.01132886690866984 + ], + [ + "morphologically", + 0.01130239101149224 + ], + [ + "lemma", + 0.010427157845274537 + ], + [ + "morphological inflection", + 0.01015750068795485 + ] + ], + "13": [ + [ + "ner", + 0.03394456845348753 + ], + [ + "named entity", + 0.03064224520727185 + ], + [ + "named", + 0.029760422753059537 + ], + [ + "entity recognition", + 0.02927894775867237 + ], + [ + "named entity recognition", + 0.028966595820361322 + ], + [ + "entity", + 0.028843610429919817 + ], + [ + "recognition", + 0.022373960671653686 + ], + [ + "recognition ner", + 0.014554614360625355 + ], + [ + "entity recognition ner", + 0.013998493232859668 + ], + [ + "named entity recognition ner", + 0.013760607698294727 + ] + ], + "14": [ + [ + "multimodal", + 0.045610921368347206 + ], + [ + "image", + 0.037797622278905235 + ], + [ + "visual", + 0.03563217489570402 + ], + [ + "captions", + 0.016172374839899275 + ], + [ + "images", + 0.015328589758082524 + ], + [ + "captioning", + 0.015227112094365742 + ], + [ + "image captioning", + 0.012328100107091235 + ], + [ + "multimodal machine translation", + 0.011066270099560368 + ], + [ + "translation", + 0.011046766675998828 + ], + [ + "multimodal machine", + 0.010939037880140941 + ] + ], + "15": [ + [ + "discourse", + 0.08731381270634368 + ], + [ + "discourse relation", + 0.022452377554788752 + ], + [ + "discourse parsing", + 0.01986241773491157 + ], + [ + "implicit discourse", + 0.01802670566866581 + ], + [ + "discourse relations", + 0.015750090638850366 + ], + [ + "implicit", + 0.015093856245359276 + ], + [ + "rhetorical", + 0.013906072202641201 + ], + [ + "rst", + 0.01329647217551182 + ], + [ + "relations", + 0.013134784409344222 + ], + [ + "segmentation", + 0.01312400094043261 + ] + ], + "16": [ + [ + "chinese", + 0.044937441566480246 + ], + [ + "segmentation", + 0.040890215993621346 + ], + [ + "word segmentation", + 0.03812877739793986 + ], + [ + "chinese word", + 0.03214310446934605 + ], + [ + "chinese word segmentation", + 0.028724540722763328 + ], + [ + "character", + 0.020112764100505828 + ], + [ + "word", + 0.01858174719389333 + ], + [ + "cws", + 0.01672959725409322 + ], + [ + "characters", + 0.013999172733778296 + ], + [ + "segmentation cws", + 0.008363058626171597 + ] + ], + "17": [ + [ + "crosslingual", + 0.03190495888031708 + ], + [ + "bilingual", + 0.025541500661194292 + ], + [ + "embeddings", + 0.02000820402794305 + ], + [ + "crosslingual word", + 0.015747603713249358 + ], + [ + "word embeddings", + 0.015367654964154872 + ], + [ + "spaces", + 0.015281514699371777 + ], + [ + "word", + 0.014720302532021808 + ], + [ + "monolingual", + 0.014475224052103781 + ], + [ + "unsupervised", + 0.013222094791216785 + ], + [ + "languages", + 0.013158679903543814 + ] + ], + "18": [ + [ + "entropy", + 0.02227349090370724 + ], + [ + "law", + 0.020727134445930932 + ], + [ + "languages", + 0.015007430323378883 + ], + [ + "script", + 0.014036535239770796 + ], + [ + "frequency", + 0.013972288865859831 + ], + [ + "word order", + 0.013471749851559012 + ], + [ + "surprisal", + 0.012980571790288933 + ], + [ + "zipfs", + 0.012822574202440032 + ], + [ + "order", + 0.012255073881166355 + ], + [ + "words", + 0.012124755067916047 + ] + ], + "19": [ + [ + "argument", + 0.05439925147710224 + ], + [ + "argumentation", + 0.042080344595847814 + ], + [ + "arguments", + 0.03259254445522011 + ], + [ + "argumentative", + 0.027676195621258847 + ], + [ + "mining", + 0.018855683077210156 + ], + [ + "argument mining", + 0.016314739931339618 + ], + [ + "argumentation mining", + 0.015808422681537156 + ], + [ + "debates", + 0.012114478339367822 + ], + [ + "debate", + 0.011716275734437847 + ], + [ + "claims", + 0.011227268490242227 + ] + ], + "20": [ + [ + "nmt", + 0.026422765644890368 + ], + [ + "neural machine", + 0.023866779138104213 + ], + [ + "neural machine translation", + 0.023468564113898242 + ], + [ + "translation", + 0.023463637314635733 + ], + [ + "machine translation", + 0.019278875206401626 + ], + [ + "attention", + 0.01818863150174234 + ], + [ + "machine", + 0.016844045596014944 + ], + [ + "source", + 0.014656726318203759 + ], + [ + "neural", + 0.01333080808593231 + ], + [ + "neural machine translation nmt", + 0.012171456999235119 + ] + ], + "21": [ + [ + "parsing", + 0.043343341237765134 + ], + [ + "dependency", + 0.04094707420480084 + ], + [ + "dependency parsing", + 0.02997126728505431 + ], + [ + "parser", + 0.02874392328270966 + ], + [ + "transitionbased", + 0.026133162751024487 + ], + [ + "parsers", + 0.020419387444388086 + ], + [ + "constituent", + 0.019357898334092214 + ], + [ + "trees", + 0.013555527398399452 + ], + [ + "constituent parsing", + 0.01256967042412156 + ], + [ + "greedy", + 0.012308685225074271 + ] + ], + "22": [ + [ + "syntactic", + 0.01775820140510599 + ], + [ + "rnns", + 0.017585368830655566 + ], + [ + "grammatical", + 0.014580192550347688 + ], + [ + "language models", + 0.013770561504033527 + ], + [ + "agreement", + 0.013471963504186163 + ], + [ + "networks", + 0.012372494231177542 + ], + [ + "structure", + 0.01179106990443314 + ], + [ + "lstms", + 0.011706635132749913 + ], + [ + "language", + 0.011453782034766822 + ], + [ + "hierarchical", + 0.01113860740357673 + ] + ], + "23": [ + [ + "generation", + 0.03268238476428978 + ], + [ + "datatotext", + 0.0246197501349614 + ], + [ + "text generation", + 0.020678263001023073 + ], + [ + "datatotext generation", + 0.019017881970203977 + ], + [ + "text", + 0.01613091522936825 + ], + [ + "content", + 0.012004406672602497 + ], + [ + "planning", + 0.010594680284035457 + ], + [ + "generated", + 0.009075667767470288 + ], + [ + "repetition", + 0.009055648095742667 + ], + [ + "generated text", + 0.007825672884567177 + ] + ], + "24": [ + [ + "topic", + 0.06255879357368806 + ], + [ + "topics", + 0.0369646789976114 + ], + [ + "topic models", + 0.03422818139439227 + ], + [ + "topic modeling", + 0.019790376226022262 + ], + [ + "lda", + 0.01808780135225816 + ], + [ + "clustering", + 0.01800915538195236 + ], + [ + "topic model", + 0.01336649211661369 + ], + [ + "document", + 0.01326402358756796 + ], + [ + "latent", + 0.010243529237857771 + ], + [ + "dirichlet", + 0.00985637165462441 + ] + ], + "25": [ + [ + "knowledge", + 0.02599195216223051 + ], + [ + "knowledge graph", + 0.022793096317395536 + ], + [ + "entities", + 0.021554063263476836 + ], + [ + "relation", + 0.020502096162084153 + ], + [ + "graph", + 0.01874448252510682 + ], + [ + "knowledge graphs", + 0.01848613088646969 + ], + [ + "kgs", + 0.017179540290437393 + ], + [ + "graphs", + 0.016806911435370147 + ], + [ + "entity", + 0.015568933186273188 + ], + [ + "embedding", + 0.0152224514777154 + ] + ], + "26": [ + [ + "gender", + 0.06412034370647891 + ], + [ + "bias", + 0.05627329971082913 + ], + [ + "gender bias", + 0.03700076351110339 + ], + [ + "biases", + 0.03489617820471753 + ], + [ + "embeddings", + 0.017965780136794878 + ], + [ + "word embeddings", + 0.017021815723263934 + ], + [ + "debiasing", + 0.015373609688186287 + ], + [ + "word", + 0.014054575261346895 + ], + [ + "grammatical gender", + 0.013674099214914212 + ], + [ + "social biases", + 0.01115130529171564 + ] + ], + "27": [ + [ + "story", + 0.07821376692995921 + ], + [ + "stories", + 0.03560083576295294 + ], + [ + "story generation", + 0.02750132986863554 + ], + [ + "narrative", + 0.027146950496647858 + ], + [ + "plot", + 0.019763594679580415 + ], + [ + "narratives", + 0.017342172975271804 + ], + [ + "generation", + 0.016512506325957327 + ], + [ + "storytelling", + 0.01607332897683763 + ], + [ + "ending", + 0.014537252358707916 + ], + [ + "synopses", + 0.010754903727834306 + ] + ], + "28": [ + [ + "dialogue", + 0.03339535033694079 + ], + [ + "dialog", + 0.028012764159568757 + ], + [ + "user", + 0.024693574340605384 + ], + [ + "taskoriented", + 0.02014203123477414 + ], + [ + "agent", + 0.01858384776361218 + ], + [ + "dialogue systems", + 0.017270474344566217 + ], + [ + "taskoriented dialogue", + 0.012983116050025553 + ], + [ + "systems", + 0.012954671836679239 + ], + [ + "simulator", + 0.011309473585210748 + ], + [ + "conversation", + 0.010159610083313076 + ] + ], + "29": [ + [ + "transformer", + 0.033285420509147054 + ], + [ + "attention", + 0.026354460205917786 + ], + [ + "selfattention", + 0.020868065174104913 + ], + [ + "heads", + 0.016219394824650527 + ], + [ + "layers", + 0.013494823878012062 + ], + [ + "multihead", + 0.01242765401974007 + ], + [ + "transformers", + 0.010391925059027288 + ], + [ + "sequence", + 0.008751094162222877 + ], + [ + "layer", + 0.008469968697583118 + ], + [ + "tasks", + 0.008258133483548221 + ] + ], + "30": [ + [ + "srl", + 0.06463018996429973 + ], + [ + "semantic role", + 0.052487121029049406 + ], + [ + "role labeling", + 0.046274876405486456 + ], + [ + "semantic role labeling", + 0.04494919876596609 + ], + [ + "role", + 0.0433291060270254 + ], + [ + "labeling", + 0.03540791990475731 + ], + [ + "semantic", + 0.023993235818437583 + ], + [ + "labeling srl", + 0.01994793298444942 + ], + [ + "role labeling srl", + 0.01994793298444942 + ], + [ + "semantic role labeling srl", + 0.01994793298444942 + ] + ], + "31": [ + [ + "change", + 0.06572514846432055 + ], + [ + "semantic change", + 0.051690881384574075 + ], + [ + "diachronic", + 0.03254232555099303 + ], + [ + "lexical semantic", + 0.02726698927272949 + ], + [ + "semantic", + 0.027114602352521642 + ], + [ + "change detection", + 0.02605650696011674 + ], + [ + "time", + 0.02213433101871011 + ], + [ + "shifts", + 0.02161903249166869 + ], + [ + "changes", + 0.018027029107373596 + ], + [ + "lexical", + 0.016652130916185386 + ] + ], + "32": [ + [ + "sense", + 0.0635309343200104 + ], + [ + "wsd", + 0.04912510566002025 + ], + [ + "disambiguation", + 0.04693717603390424 + ], + [ + "word sense", + 0.046708035152533606 + ], + [ + "sense disambiguation", + 0.045707638726592295 + ], + [ + "word sense disambiguation", + 0.044675555461993026 + ], + [ + "word", + 0.023010544014501564 + ], + [ + "disambiguation wsd", + 0.01821342299940217 + ], + [ + "sense disambiguation wsd", + 0.017380815114888933 + ], + [ + "word sense disambiguation wsd", + 0.017380815114888933 + ] + ], + "33": [ + [ + "paraphrase", + 0.06785642451737242 + ], + [ + "paraphrases", + 0.04127120620653893 + ], + [ + "paraphrase generation", + 0.029183161535841187 + ], + [ + "paraphrasing", + 0.016242403498804535 + ], + [ + "paraphrase identification", + 0.015627445074622104 + ], + [ + "generation", + 0.012229972471305134 + ], + [ + "pairs", + 0.009665564844333539 + ], + [ + "sentence", + 0.009355414857779298 + ], + [ + "identification", + 0.009187215472329579 + ], + [ + "paraphrase corpus", + 0.008747365846529307 + ] + ], + "34": [ + [ + "linking", + 0.055379059813869695 + ], + [ + "entity linking", + 0.049929752864938746 + ], + [ + "entity", + 0.04554924129895931 + ], + [ + "el", + 0.02337467452949959 + ], + [ + "entities", + 0.02262588287452137 + ], + [ + "wikipedia", + 0.01575408045796386 + ], + [ + "mentions", + 0.015529408674493272 + ], + [ + "entity disambiguation", + 0.014753174005130744 + ], + [ + "mention", + 0.011996848593974332 + ], + [ + "disambiguation", + 0.011635949549377814 + ] + ], + "35": [ + [ + "authorship", + 0.05522576636700703 + ], + [ + "attribution", + 0.03554130350634088 + ], + [ + "authorship attribution", + 0.03348918391187194 + ], + [ + "authors", + 0.023137257146151412 + ], + [ + "stylistic", + 0.019779624007799743 + ], + [ + "literary", + 0.019360344436587906 + ], + [ + "texts", + 0.01858368970639421 + ], + [ + "writing", + 0.017707423172732568 + ], + [ + "style", + 0.015842492422443424 + ], + [ + "writing style", + 0.013873378664724758 + ] + ], + "36": [ + [ + "tracking", + 0.053904425530421456 + ], + [ + "state tracking", + 0.052633656418495815 + ], + [ + "dialogue state", + 0.05258680086530135 + ], + [ + "state", + 0.04833188750836171 + ], + [ + "dialogue", + 0.04819829742384354 + ], + [ + "dst", + 0.044264590836252116 + ], + [ + "dialogue state tracking", + 0.04172298798517037 + ], + [ + "slot", + 0.027909417479314996 + ], + [ + "values", + 0.026126031482069354 + ], + [ + "slot values", + 0.01728573446613779 + ] + ], + "37": [ + [ + "nli", + 0.04296402378189177 + ], + [ + "natural language inference", + 0.040524531412126176 + ], + [ + "language inference", + 0.04035697170824072 + ], + [ + "inference", + 0.037825263714093914 + ], + [ + "natural language", + 0.02207646397260787 + ], + [ + "natural", + 0.020852954039164456 + ], + [ + "inference nli", + 0.016390747662759983 + ], + [ + "language inference nli", + 0.016390747662759983 + ], + [ + "natural language inference nli", + 0.016390747662759983 + ], + [ + "nli models", + 0.013560679403455086 + ] + ], + "38": [ + [ + "act", + 0.050118284553497025 + ], + [ + "dialogue act", + 0.030286059937192387 + ], + [ + "dialogue", + 0.028760522693566014 + ], + [ + "dialog act", + 0.027383977563985116 + ], + [ + "dialog", + 0.02430756466442976 + ], + [ + "da", + 0.01943783605103441 + ], + [ + "act classification", + 0.0150560728611252 + ], + [ + "utterances", + 0.014295544059767707 + ], + [ + "acts", + 0.012835379809315867 + ], + [ + "act recognition", + 0.012490281397581052 + ] + ], + "39": [ + [ + "commonsense", + 0.0758394665316054 + ], + [ + "reasoning", + 0.03302974278489284 + ], + [ + "commonsense reasoning", + 0.029705221979486218 + ], + [ + "knowledge", + 0.029286212431067715 + ], + [ + "commonsense knowledge", + 0.024628566630819627 + ], + [ + "physical", + 0.01088465248949774 + ], + [ + "language models", + 0.009528354762814892 + ], + [ + "winograd", + 0.009286181648078923 + ], + [ + "models", + 0.009271811328607492 + ], + [ + "pretrained", + 0.009152074884577761 + ] + ], + "40": [ + [ + "crosslingual", + 0.03826840746847352 + ], + [ + "multilingual", + 0.03171599412109791 + ], + [ + "transfer", + 0.02190256786026115 + ], + [ + "crosslingual transfer", + 0.02068642993276792 + ], + [ + "mbert", + 0.020420056171064276 + ], + [ + "zeroshot", + 0.017972512534046886 + ], + [ + "languages", + 0.016470094270001772 + ], + [ + "zeroshot crosslingual", + 0.014698043569813074 + ], + [ + "multilingual bert", + 0.0135796691219779 + ], + [ + "tasks", + 0.010155981321777627 + ] + ], + "41": [ + [ + "coreference", + 0.08985778516974595 + ], + [ + "resolution", + 0.0658548377268683 + ], + [ + "coreference resolution", + 0.05957685015638288 + ], + [ + "mention", + 0.02130607831511922 + ], + [ + "pronoun", + 0.01938203092625555 + ], + [ + "mentions", + 0.019305866567383582 + ], + [ + "resolvers", + 0.016027747269865097 + ], + [ + "coreference resolvers", + 0.015255221311410319 + ], + [ + "neural coreference", + 0.012400977295275575 + ], + [ + "conll", + 0.010410021826989678 + ] + ], + "42": [ + [ + "legal", + 0.055263784309327255 + ], + [ + "patent", + 0.03309520276533363 + ], + [ + "court", + 0.02548426158001638 + ], + [ + "case", + 0.016218467971161204 + ], + [ + "legal domain", + 0.015363842497409264 + ], + [ + "law", + 0.014933224410282619 + ], + [ + "cases", + 0.013580178424857299 + ], + [ + "documents", + 0.01183367018566283 + ], + [ + "police", + 0.01052575635386994 + ], + [ + "judgment", + 0.010409718595994249 + ] + ], + "43": [ + [ + "dialect", + 0.04262059869634033 + ], + [ + "identification", + 0.04065355274281144 + ], + [ + "language identification", + 0.03191111353812862 + ], + [ + "dialect identification", + 0.030038107163474673 + ], + [ + "arabic", + 0.02731369545919303 + ], + [ + "dialects", + 0.021268497966533056 + ], + [ + "dialectal", + 0.015270697483313358 + ], + [ + "discriminating", + 0.01520845839555377 + ], + [ + "similar languages", + 0.013517003098253495 + ], + [ + "shared", + 0.01317474977695534 + ] + ], + "44": [ + [ + "amr", + 0.08574487386458567 + ], + [ + "amr parsing", + 0.03643884257782951 + ], + [ + "parsing", + 0.03417466886450894 + ], + [ + "meaning representation", + 0.02889814334822122 + ], + [ + "meaning", + 0.024880665280803477 + ], + [ + "parser", + 0.024539333316329376 + ], + [ + "abstract meaning", + 0.023992693915038693 + ], + [ + "abstract meaning representation", + 0.019361600604214747 + ], + [ + "abstract", + 0.01792786813643774 + ], + [ + "graphs", + 0.016477504935271108 + ] + ], + "45": [ + [ + "adversarial", + 0.07157764503467165 + ], + [ + "adversarial examples", + 0.035998944220523105 + ], + [ + "attacks", + 0.033406280021918235 + ], + [ + "attack", + 0.026927383575198582 + ], + [ + "examples", + 0.025907760227915782 + ], + [ + "adversarial attacks", + 0.02259042426080327 + ], + [ + "perturbations", + 0.01796751984042931 + ], + [ + "robustness", + 0.01740103759323324 + ], + [ + "adversarial training", + 0.016295315867369962 + ], + [ + "models", + 0.009996040600910498 + ] + ], + "46": [ + [ + "health", + 0.04332935269144888 + ], + [ + "mental", + 0.028677636662765665 + ], + [ + "mental health", + 0.025700336538437698 + ], + [ + "social media", + 0.02562275090951534 + ], + [ + "media", + 0.02459641123852541 + ], + [ + "social", + 0.02442835390428225 + ], + [ + "depression", + 0.021436657536364978 + ], + [ + "users", + 0.01937727194643859 + ], + [ + "tweets", + 0.016630556659404848 + ], + [ + "posts", + 0.01638169393428894 + ] + ], + "47": [ + [ + "offensive", + 0.060472425683958046 + ], + [ + "offensive language", + 0.04232981293046486 + ], + [ + "subtask", + 0.025029783481563716 + ], + [ + "offensive language identification", + 0.02101340916313839 + ], + [ + "hostile", + 0.020997187459217442 + ], + [ + "task 12", + 0.01871282770450007 + ], + [ + "semeval2020 task 12", + 0.018538511708639294 + ], + [ + "offenseval", + 0.01770287540036347 + ], + [ + "task", + 0.016181546840749652 + ], + [ + "offense", + 0.01600480926283017 + ] + ], + "48": [ + [ + "semantic parsing", + 0.0472131875345191 + ], + [ + "parsing", + 0.029322295317476668 + ], + [ + "semantic", + 0.026801544734488317 + ], + [ + "compositional generalization", + 0.01978362492832554 + ], + [ + "logical", + 0.018622488282246854 + ], + [ + "logical forms", + 0.017839941326380414 + ], + [ + "compositional", + 0.01747258560750603 + ], + [ + "parser", + 0.01650716417176037 + ], + [ + "generalization", + 0.016191631858636955 + ], + [ + "utterances", + 0.01618200968293764 + ] + ], + "49": [ + [ + "recurrent", + 0.023258050373742442 + ], + [ + "language modeling", + 0.022446020799058088 + ], + [ + "rnn", + 0.017897564831613613 + ], + [ + "lstm", + 0.01722369347222366 + ], + [ + "modeling", + 0.016795192147604877 + ], + [ + "recurrent neural", + 0.016571772916463487 + ], + [ + "memory", + 0.015137747880808784 + ], + [ + "language models", + 0.013593839950571958 + ], + [ + "perplexity", + 0.012616014719736739 + ], + [ + "language", + 0.01202251394039802 + ] + ], + "50": [ + [ + "sql", + 0.05365374895437577 + ], + [ + "texttosql", + 0.040264065493509374 + ], + [ + "database", + 0.025978382978446294 + ], + [ + "queries", + 0.02083472772342782 + ], + [ + "query", + 0.019571358499410905 + ], + [ + "wikisql", + 0.01919256627801313 + ], + [ + "schema", + 0.01837394144234328 + ], + [ + "databases", + 0.016060403736508754 + ], + [ + "spider", + 0.016034277216496806 + ], + [ + "sql query", + 0.015278081432738124 + ] + ], + "51": [ + [ + "indian", + 0.03753735413127766 + ], + [ + "smt", + 0.03342765465697235 + ], + [ + "translation", + 0.032041278874811285 + ], + [ + "machine translation", + 0.031257042316859274 + ], + [ + "machine", + 0.028000805477923447 + ], + [ + "statistical machine translation", + 0.026094303677007415 + ], + [ + "statistical machine", + 0.025891481944123114 + ], + [ + "indian languages", + 0.023912035649520165 + ], + [ + "statistical", + 0.021405662811295405 + ], + [ + "hindi", + 0.019989136710454457 + ] + ], + "52": [ + [ + "style", + 0.09913077154361793 + ], + [ + "style transfer", + 0.08257704639495894 + ], + [ + "transfer", + 0.05999163981990208 + ], + [ + "text style", + 0.028444592244284587 + ], + [ + "text style transfer", + 0.02749950738495209 + ], + [ + "content", + 0.022275106453329432 + ], + [ + "attribute", + 0.016046764390429555 + ], + [ + "preservation", + 0.014336423787273903 + ], + [ + "styles", + 0.013733548698934183 + ], + [ + "formality", + 0.013016321224826195 + ] + ], + "53": [ + [ + "poetry", + 0.06515042026037386 + ], + [ + "poems", + 0.048982461895309255 + ], + [ + "lyrics", + 0.028354875083465538 + ], + [ + "music", + 0.02734473681180035 + ], + [ + "verse", + 0.018253980778110614 + ], + [ + "song", + 0.016896480526845323 + ], + [ + "poem", + 0.016177734669040638 + ], + [ + "classical", + 0.015292795472178131 + ], + [ + "poetic", + 0.014203702859525845 + ], + [ + "rap", + 0.014044029130382208 + ] + ], + "54": [ + [ + "codeswitching", + 0.05803513917952147 + ], + [ + "cs", + 0.035482864529845726 + ], + [ + "codeswitched", + 0.03200468677208918 + ], + [ + "codemixed", + 0.02272948889004401 + ], + [ + "monolingual", + 0.015562031414029188 + ], + [ + "codeswitched text", + 0.014355955001803845 + ], + [ + "language identification", + 0.013670890142287099 + ], + [ + "data", + 0.013015836155647957 + ], + [ + "codeswitching data", + 0.01228545591751998 + ], + [ + "hindienglish", + 0.012177994655088875 + ] + ], + "55": [ + [ + "sentiment", + 0.0450829043657546 + ], + [ + "polarity", + 0.034347477573859767 + ], + [ + "sentiment analysis", + 0.029622594988215286 + ], + [ + "analysis", + 0.020600058922880037 + ], + [ + "prior polarity", + 0.017657972525206147 + ], + [ + "lexicons", + 0.014680306105866488 + ], + [ + "sentiwordnet", + 0.014413507749522748 + ], + [ + "opinion", + 0.012935546812914173 + ], + [ + "lexicon", + 0.012801211585572117 + ], + [ + "opinions", + 0.012276355462900986 + ] + ], + "56": [ + [ + "sarcasm", + 0.10490766085890921 + ], + [ + "sarcasm detection", + 0.05162848023705182 + ], + [ + "sarcastic", + 0.035619582518887444 + ], + [ + "detection", + 0.027358466839866237 + ], + [ + "irony", + 0.02430504808150917 + ], + [ + "tweets", + 0.014478066777115932 + ], + [ + "irony detection", + 0.012400536083053911 + ], + [ + "features", + 0.009937859818034977 + ], + [ + "sentiment", + 0.009738449237836502 + ], + [ + "social media", + 0.008869292171272317 + ] + ], + "57": [ + [ + "gec", + 0.07918991074261962 + ], + [ + "grammatical error", + 0.06313270607210342 + ], + [ + "grammatical error correction", + 0.05875311349628262 + ], + [ + "error correction", + 0.05424893140004571 + ], + [ + "correction", + 0.05379070656533806 + ], + [ + "grammatical", + 0.05026530948787845 + ], + [ + "error", + 0.04408837633993071 + ], + [ + "error correction gec", + 0.028465879795334274 + ], + [ + "correction gec", + 0.028465879795334274 + ], + [ + "grammatical error correction gec", + 0.027706060371810216 + ] + ], + "58": [ + [ + "intent", + 0.0735187809072197 + ], + [ + "intent detection", + 0.03625249714015218 + ], + [ + "slot", + 0.028768843245030547 + ], + [ + "slot filling", + 0.026196720460028855 + ], + [ + "filling", + 0.025389750413327337 + ], + [ + "intent classification", + 0.02512189127887718 + ], + [ + "language understanding", + 0.017857294851046614 + ], + [ + "slu", + 0.017082092751350593 + ], + [ + "spoken language understanding", + 0.016923410678040998 + ], + [ + "spoken language", + 0.016897093643598916 + ] + ], + "59": [ + [ + "temporal", + 0.1155363313810564 + ], + [ + "events", + 0.03447146783253616 + ], + [ + "temporal relations", + 0.029555213102114293 + ], + [ + "expressions", + 0.024794997654210445 + ], + [ + "temporal relation", + 0.021737956420391474 + ], + [ + "temporal expressions", + 0.021308995024919637 + ], + [ + "event", + 0.020610322273418757 + ], + [ + "temporal information", + 0.02038178651860343 + ], + [ + "time expressions", + 0.017114270190938967 + ], + [ + "relations", + 0.017042554376345997 + ] + ], + "60": [ + [ + "adaptation", + 0.04327485602435127 + ], + [ + "domain", + 0.04169382443973617 + ], + [ + "domain adaptation", + 0.039367699366034355 + ], + [ + "indomain", + 0.026574405172780327 + ], + [ + "translation", + 0.021464127486352142 + ], + [ + "neural machine translation", + 0.02075399225067207 + ], + [ + "neural machine", + 0.020626461225187756 + ], + [ + "domains", + 0.020151942862762427 + ], + [ + "machine translation", + 0.019113054928542917 + ], + [ + "adaptation neural machine translation", + 0.018084494847252906 + ] + ], + "61": [ + [ + "stance", + 0.10748008675837727 + ], + [ + "stance detection", + 0.06767120765895374 + ], + [ + "detection", + 0.03101737816974798 + ], + [ + "tweets", + 0.023101689209473454 + ], + [ + "veracity", + 0.020072954732182305 + ], + [ + "news", + 0.01796376427783738 + ], + [ + "fake news", + 0.01673745988812879 + ], + [ + "fake", + 0.016458984041470514 + ], + [ + "stance classification", + 0.016318996871867282 + ], + [ + "rumor", + 0.013525546163727916 + ] + ], + "62": [ + [ + "codemixed", + 0.06168647750335876 + ], + [ + "sentiment", + 0.04045496651389861 + ], + [ + "sentiment analysis", + 0.039606388064974817 + ], + [ + "analysis", + 0.025060692589672452 + ], + [ + "semeval2020", + 0.021941530748194573 + ], + [ + "social media", + 0.019944239801619246 + ], + [ + "media", + 0.01886380803672036 + ], + [ + "social", + 0.018527330129495104 + ], + [ + "codemixing", + 0.017526917551796518 + ], + [ + "semeval2020 task", + 0.017036463817684817 + ] + ], + "63": [ + [ + "keyphrase", + 0.0886235637495964 + ], + [ + "keyphrases", + 0.0645341415904283 + ], + [ + "keyphrase extraction", + 0.043994185055479904 + ], + [ + "keyphrase generation", + 0.03776045481737324 + ], + [ + "extraction", + 0.019941134045764863 + ], + [ + "document", + 0.015781742654468935 + ], + [ + "generation", + 0.013360106927444923 + ], + [ + "documents", + 0.010588627949323371 + ], + [ + "keywords", + 0.009840604618826652 + ], + [ + "keyword", + 0.009463362649497943 + ] + ], + "64": [ + [ + "nmt", + 0.0264284478129344 + ], + [ + "subword", + 0.025753151908469645 + ], + [ + "translation", + 0.02416202307091355 + ], + [ + "vocabulary", + 0.024034972343485023 + ], + [ + "neural machine translation", + 0.018146317591257694 + ], + [ + "neural machine", + 0.018034810442983502 + ], + [ + "machine translation", + 0.015964311673894154 + ], + [ + "bpe", + 0.015093698663873893 + ], + [ + "segmentation", + 0.014053894669674959 + ], + [ + "translation nmt", + 0.013760840634380354 + ] + ], + "65": [ + [ + "calculus", + 0.08126776003459114 + ], + [ + "logic", + 0.039602094439712306 + ], + [ + "semantics", + 0.03888276763406875 + ], + [ + "proof", + 0.03154536864502003 + ], + [ + "typelogical", + 0.029781120411788462 + ], + [ + "type", + 0.027168877337083418 + ], + [ + "lambek", + 0.026018856334122445 + ], + [ + "grammars", + 0.02558788034751929 + ], + [ + "lambek calculus", + 0.02213558724860739 + ], + [ + "theory", + 0.020163523543686914 + ] + ], + "66": [ + [ + "simplification", + 0.1001681634426817 + ], + [ + "text simplification", + 0.038703215353552436 + ], + [ + "sentence simplification", + 0.03476211442949256 + ], + [ + "sentence", + 0.021350222782078713 + ], + [ + "ts", + 0.020237829649795883 + ], + [ + "simplified", + 0.018828591253079563 + ], + [ + "splitting", + 0.01732151688641869 + ], + [ + "lexical simplification", + 0.014002789107948152 + ], + [ + "paraphrasing", + 0.013224259628185188 + ], + [ + "text", + 0.012564327671249936 + ] + ], + "67": [ + [ + "annotation", + 0.03377342539049205 + ], + [ + "xml", + 0.028077161433982107 + ], + [ + "formats", + 0.02689985759572743 + ], + [ + "tei", + 0.026262114883067466 + ], + [ + "standards", + 0.02495608341348152 + ], + [ + "annotations", + 0.020593762240041637 + ], + [ + "tools", + 0.020209920896847464 + ], + [ + "iso", + 0.017622796695907307 + ], + [ + "linguistic", + 0.01678093350336117 + ], + [ + "language resource", + 0.016161301466503058 + ] + ], + "68": [ + [ + "correction", + 0.0586672523533821 + ], + [ + "spelling", + 0.05517742039807686 + ], + [ + "ocr", + 0.041597561044006824 + ], + [ + "spelling correction", + 0.03132941974362434 + ], + [ + "errors", + 0.03030520551277892 + ], + [ + "error", + 0.02674769018401012 + ], + [ + "error correction", + 0.023829226800255728 + ], + [ + "misspellings", + 0.0195873524774414 + ], + [ + "spell", + 0.015292320024754284 + ], + [ + "spelling errors", + 0.01469806495907656 + ] + ], + "69": [ + [ + "sentiment", + 0.05589295621668193 + ], + [ + "sentiment classification", + 0.026351098367629906 + ], + [ + "sentiment analysis", + 0.020533707277494356 + ], + [ + "classification", + 0.01606672032707884 + ], + [ + "analysis", + 0.014234288476165056 + ], + [ + "polarity", + 0.013634149613432229 + ], + [ + "negation", + 0.013379889954911918 + ], + [ + "food", + 0.011419193670537297 + ], + [ + "sentencelevel sentiment", + 0.009482077827013897 + ], + [ + "safety", + 0.008963398306540839 + ] + ], + "70": [ + [ + "complexity", + 0.04500115761534744 + ], + [ + "readability", + 0.03886389755518225 + ], + [ + "lexical complexity", + 0.026231618220661657 + ], + [ + "assessment", + 0.02474556830424519 + ], + [ + "readability assessment", + 0.022754748338054506 + ], + [ + "texts", + 0.020116246045462312 + ], + [ + "word identification", + 0.01919009350124745 + ], + [ + "lexical", + 0.01897327581410354 + ], + [ + "complex word identification", + 0.018558739800418892 + ], + [ + "complex word", + 0.017878730837042826 + ] + ], + "71": [ + [ + "postediting", + 0.0623692460413567 + ], + [ + "ape", + 0.053696755262253794 + ], + [ + "automatic postediting", + 0.037520216915449496 + ], + [ + "mt", + 0.024246250482906347 + ], + [ + "translation", + 0.021383631418273593 + ], + [ + "machine translation", + 0.017893676619824668 + ], + [ + "machine", + 0.01696252183409206 + ], + [ + "automatic", + 0.015175847922429571 + ], + [ + "automatic postediting ape", + 0.014974073726999118 + ], + [ + "src", + 0.014974073726999118 + ] + ], + "72": [ + [ + "gender", + 0.08529865786248034 + ], + [ + "gender bias", + 0.0378894314294624 + ], + [ + "bias", + 0.03395555871964521 + ], + [ + "translation", + 0.02165815440803088 + ], + [ + "pronouns", + 0.020877995514980298 + ], + [ + "gendered", + 0.016515511420552895 + ], + [ + "coreference", + 0.014954136223763107 + ], + [ + "machine translation", + 0.01448292446710992 + ], + [ + "grammatical gender", + 0.012164349320069465 + ], + [ + "machine", + 0.012013101709061015 + ] + ], + "73": [ + [ + "tagger", + 0.04159986925486404 + ], + [ + "tagging", + 0.04007046863713917 + ], + [ + "taggers", + 0.035465030709409935 + ], + [ + "pos", + 0.03483132441964724 + ], + [ + "partofspeech", + 0.029858420112593962 + ], + [ + "tags", + 0.025501349428911968 + ], + [ + "partofspeech tagging", + 0.01750113022837364 + ], + [ + "pos tagging", + 0.017313357987633688 + ], + [ + "unknown words", + 0.014407984099757099 + ], + [ + "tagged corpus", + 0.012986907407603441 + ] + ], + "74": [ + [ + "meeting", + 0.054715530180928104 + ], + [ + "summarization", + 0.049631426771848786 + ], + [ + "podcast", + 0.043959820936175766 + ], + [ + "abstractive", + 0.033293426421405314 + ], + [ + "summaries", + 0.02786867509348357 + ], + [ + "meetings", + 0.027517962491261854 + ], + [ + "meeting summarization", + 0.025589768911384835 + ], + [ + "dialogue summarization", + 0.02465371470819421 + ], + [ + "transcripts", + 0.020941858691619134 + ], + [ + "utterances", + 0.019714161706265693 + ] + ], + "75": [ + [ + "domain", + 0.05167315908443323 + ], + [ + "domain adaptation", + 0.03439503649394505 + ], + [ + "adaptation", + 0.030204571279508863 + ], + [ + "domains", + 0.023778565923496194 + ], + [ + "target domain", + 0.020330231510588468 + ], + [ + "crossdomain", + 0.019883659418309278 + ], + [ + "unsupervised domain adaptation", + 0.018088701261596264 + ], + [ + "unsupervised domain", + 0.017789784675461984 + ], + [ + "target", + 0.014981430419506279 + ], + [ + "crossdomain sentiment", + 0.013846558622808354 + ] + ], + "76": [ + [ + "documentlevel", + 0.046707752730634385 + ], + [ + "context", + 0.03286087166990935 + ], + [ + "translation", + 0.024536826448426537 + ], + [ + "nmt", + 0.023526556233483535 + ], + [ + "neural machine", + 0.021667413408822972 + ], + [ + "neural machine translation", + 0.02134718509380434 + ], + [ + "machine translation", + 0.017969020714946892 + ], + [ + "documentlevel context", + 0.017083623458170303 + ], + [ + "contextaware", + 0.016317869416816067 + ], + [ + "machine", + 0.015170857406217274 + ] + ], + "77": [ + [ + "text classification", + 0.0306182893390755 + ], + [ + "classification", + 0.026059854187146462 + ], + [ + "convolutional", + 0.023976885787930613 + ], + [ + "networks", + 0.017766008456124388 + ], + [ + "convolutional neural", + 0.017568095247745972 + ], + [ + "text", + 0.015555639724801387 + ], + [ + "neural network", + 0.01455631095861696 + ], + [ + "convolution", + 0.0134903463971022 + ], + [ + "routing", + 0.013121377183004792 + ], + [ + "network", + 0.013111166219670135 + ] + ], + "78": [ + [ + "news", + 0.09592646066133087 + ], + [ + "fake", + 0.08213954905529339 + ], + [ + "fake news", + 0.07983473433423545 + ], + [ + "clickbait", + 0.04070018173594364 + ], + [ + "satirical", + 0.028937691839380535 + ], + [ + "news detection", + 0.02477353611165166 + ], + [ + "fake news detection", + 0.01936468024408513 + ], + [ + "detection", + 0.01903688000465579 + ], + [ + "unreliable", + 0.017310121929465672 + ], + [ + "clickbait detection", + 0.015963549964466018 + ] + ], + "79": [ + [ + "grammars", + 0.09346553786862365 + ], + [ + "grammar", + 0.0648756524129726 + ], + [ + "stochastic", + 0.037536633093617607 + ], + [ + "contextfree", + 0.03670882078397701 + ], + [ + "contextfree grammars", + 0.03007445716352312 + ], + [ + "minimalist", + 0.02756825239989619 + ], + [ + "probabilistic", + 0.02691466275967521 + ], + [ + "minimalist grammars", + 0.024132356770996663 + ], + [ + "em", + 0.019136206124796756 + ], + [ + "estimation", + 0.018021539168410313 + ] + ], + "80": [ + [ + "ontology", + 0.04799572408334365 + ], + [ + "rogets", + 0.02659190192373029 + ], + [ + "thesaurus", + 0.025419612657645686 + ], + [ + "wordnet", + 0.0240368068143436 + ], + [ + "concepts", + 0.022123848662906054 + ], + [ + "quran", + 0.02119124295518372 + ], + [ + "taxonomy", + 0.02095710573772683 + ], + [ + "rogets thesaurus", + 0.016961938658679603 + ], + [ + "concept", + 0.016474453374780516 + ], + [ + "ontologies", + 0.016179009621502063 + ] + ], + "81": [ + [ + "vietnamese", + 0.037280682331608875 + ], + [ + "ner", + 0.023872196506286084 + ], + [ + "named entity recognition", + 0.020371337714584638 + ], + [ + "entity recognition", + 0.02033679551689916 + ], + [ + "named entity", + 0.0190869406056255 + ], + [ + "named", + 0.017619316542733937 + ], + [ + "tagging", + 0.017263071082417973 + ], + [ + "recognition", + 0.01480437453747273 + ], + [ + "vlsp", + 0.014722489580310066 + ], + [ + "sequence", + 0.014054304572096514 + ] + ], + "82": [ + [ + "claim", + 0.06678617861911093 + ], + [ + "verification", + 0.05250030180438507 + ], + [ + "evidence", + 0.04813769777256584 + ], + [ + "claims", + 0.04489249374329656 + ], + [ + "fever", + 0.03859058456277868 + ], + [ + "fact", + 0.03746160335959945 + ], + [ + "factchecking", + 0.03168745209500593 + ], + [ + "claim verification", + 0.024405537577338293 + ], + [ + "fact extraction", + 0.024405537577338293 + ], + [ + "fact checking", + 0.01823814230172771 + ] + ], + "83": [ + [ + "metrics", + 0.04583254786693342 + ], + [ + "nlg", + 0.04132932173198202 + ], + [ + "language generation", + 0.027440313375321983 + ], + [ + "evaluation", + 0.026311535599086656 + ], + [ + "natural language generation", + 0.0254149810209326 + ], + [ + "human", + 0.024203967686347583 + ], + [ + "human evaluation", + 0.019774961609119172 + ], + [ + "generation", + 0.018852011166751406 + ], + [ + "evaluation metrics", + 0.017645588963334444 + ], + [ + "metric", + 0.01741245674757914 + ] + ], + "84": [ + [ + "responses", + 0.04270842278426887 + ], + [ + "response", + 0.04138529377742341 + ], + [ + "response generation", + 0.0262519479066767 + ], + [ + "adversarial", + 0.02382773107222919 + ], + [ + "generation", + 0.023448280480331655 + ], + [ + "dialogue", + 0.02242137897610106 + ], + [ + "diverse", + 0.014838928043979365 + ], + [ + "generative", + 0.013979336823825508 + ], + [ + "adversarial learning", + 0.013809970342495844 + ], + [ + "diverse responses", + 0.01293618691838056 + ] + ], + "85": [ + [ + "robustness", + 0.033299775624200424 + ], + [ + "nmt", + 0.028913388530637563 + ], + [ + "translation", + 0.028264179808763876 + ], + [ + "neural machine", + 0.02602941856696241 + ], + [ + "neural machine translation", + 0.025620999899818486 + ], + [ + "machine translation", + 0.02332948646618913 + ], + [ + "nmt models", + 0.02058200275128361 + ], + [ + "machine", + 0.019684667597541734 + ], + [ + "noise", + 0.018742900080462362 + ], + [ + "machine translation nmt", + 0.014998328980307167 + ] + ], + "86": [ + [ + "revision", + 0.03204484923893966 + ], + [ + "editing", + 0.024162619247412344 + ], + [ + "seq2seq", + 0.021584430080712584 + ], + [ + "revisions", + 0.019983239602374723 + ], + [ + "rewriting", + 0.01885649178894431 + ], + [ + "sentence", + 0.017857316910147355 + ], + [ + "writing", + 0.01658936931413854 + ], + [ + "edit", + 0.014464557712045209 + ], + [ + "text", + 0.013475396629614998 + ], + [ + "text editing", + 0.013420404892219906 + ] + ], + "87": [ + [ + "phonological", + 0.06274590939746183 + ], + [ + "phonology", + 0.048319140428040516 + ], + [ + "finitestate", + 0.04261041486819876 + ], + [ + "reduplication", + 0.032091694470597926 + ], + [ + "prosody", + 0.03159116903592899 + ], + [ + "prosodic", + 0.03028483081291608 + ], + [ + "morphology", + 0.0285493750970632 + ], + [ + "vowel", + 0.02734539434170737 + ], + [ + "computational", + 0.02344946098614528 + ], + [ + "vowels", + 0.020558255898625394 + ] + ], + "88": [ + [ + "geolocation", + 0.04072124325679847 + ], + [ + "location", + 0.03672239683177152 + ], + [ + "geographic", + 0.029369147513677713 + ], + [ + "twitter", + 0.02388255613114341 + ], + [ + "names", + 0.014023290435503561 + ], + [ + "social", + 0.012335544781878701 + ], + [ + "place", + 0.012298575561591887 + ], + [ + "tweet", + 0.011850763281887285 + ], + [ + "usage", + 0.0116937116427118 + ], + [ + "media", + 0.011689796151787658 + ] + ], + "89": [ + [ + "event", + 0.10452093863115323 + ], + [ + "event extraction", + 0.052286284376503955 + ], + [ + "extraction", + 0.030776052428414087 + ], + [ + "event types", + 0.029944555092456873 + ], + [ + "argument", + 0.020408970090662275 + ], + [ + "events", + 0.019635000053777663 + ], + [ + "types", + 0.01929127165001177 + ], + [ + "event detection", + 0.017414244499234878 + ], + [ + "argument extraction", + 0.017003049069269922 + ], + [ + "trigger", + 0.015638831659835605 + ] + ], + "90": [ + [ + "mt", + 0.026628156563448132 + ], + [ + "human", + 0.023492383734195512 + ], + [ + "translation", + 0.021826602533612096 + ], + [ + "evaluation", + 0.01804076597367968 + ], + [ + "parity", + 0.016052562334084162 + ], + [ + "quality", + 0.015571080529077207 + ], + [ + "human parity", + 0.015172021307779403 + ], + [ + "test", + 0.014511682482107886 + ], + [ + "test suite", + 0.014447306100675747 + ], + [ + "translations", + 0.013872239468294342 + ] + ], + "91": [ + [ + "arabic", + 0.05571516126035585 + ], + [ + "sentiment", + 0.03645260705607805 + ], + [ + "sentiment analysis", + 0.03254429029016119 + ], + [ + "arabic sentiment", + 0.027935696579196465 + ], + [ + "arabic sentiment analysis", + 0.022991258826432704 + ], + [ + "analysis", + 0.019779809663119673 + ], + [ + "reviews", + 0.017818564200739434 + ], + [ + "msa", + 0.01471861907326414 + ], + [ + "feature selection", + 0.014328902425170915 + ], + [ + "arabic language", + 0.012401315883948502 + ] + ], + "92": [ + [ + "emoji", + 0.12382425017803256 + ], + [ + "emojis", + 0.0820620667600652 + ], + [ + "emoji prediction", + 0.034311685822682 + ], + [ + "emoticons", + 0.018099726561959968 + ], + [ + "sentiment", + 0.016387582102782038 + ], + [ + "prediction", + 0.015609331262606536 + ], + [ + "message", + 0.012710868500995199 + ], + [ + "social", + 0.012670930292796916 + ], + [ + "social media", + 0.012060597661166753 + ], + [ + "tweets", + 0.011517184115592426 + ] + ], + "93": [ + [ + "constituency", + 0.034585297874614875 + ], + [ + "latent tree", + 0.03367757858271541 + ], + [ + "parsing", + 0.032439856543251516 + ], + [ + "constituency parsing", + 0.030021220002291932 + ], + [ + "tree learning", + 0.02961390468797157 + ], + [ + "latent tree learning", + 0.02961390468797157 + ], + [ + "tree", + 0.026594819759098342 + ], + [ + "parse", + 0.019018092089382956 + ], + [ + "latent", + 0.017108163743080263 + ], + [ + "trees", + 0.016948585517223395 + ] + ], + "94": [ + [ + "spatial", + 0.03990560773942088 + ], + [ + "instructions", + 0.03665376846489044 + ], + [ + "3d", + 0.02699737919455707 + ], + [ + "environment", + 0.023315234244048688 + ], + [ + "robot", + 0.022766778947821663 + ], + [ + "simulations", + 0.021856170607636713 + ], + [ + "navigation", + 0.02118877470813519 + ], + [ + "commands", + 0.02077131178603145 + ], + [ + "motion", + 0.018621728859097488 + ], + [ + "robotic", + 0.01836272154296296 + ] + ], + "95": [ + [ + "persona", + 0.051024188523217794 + ], + [ + "responses", + 0.03210698809665651 + ], + [ + "personality", + 0.026226241980092088 + ], + [ + "traits", + 0.024653403638549492 + ], + [ + "consistency", + 0.022397263274969628 + ], + [ + "dialogue", + 0.022073295215065323 + ], + [ + "dialogue generation", + 0.018982147108863354 + ], + [ + "conversations", + 0.018589663747323876 + ], + [ + "personality traits", + 0.018245247482795133 + ], + [ + "style", + 0.016394538580288186 + ] + ], + "96": [ + [ + "matching", + 0.05454947697487304 + ], + [ + "response", + 0.049666896968772564 + ], + [ + "retrievalbased", + 0.03980087503119021 + ], + [ + "chatbots", + 0.03669393113715287 + ], + [ + "multiturn", + 0.035645703267150414 + ], + [ + "response selection", + 0.032154863629479766 + ], + [ + "selection", + 0.0288422639128989 + ], + [ + "multiturn response", + 0.025132394061229895 + ], + [ + "selection retrievalbased", + 0.023788502322877148 + ], + [ + "multiturn response selection", + 0.0224922849988572 + ] + ], + "97": [ + [ + "entity", + 0.05650159271635525 + ], + [ + "entity typing", + 0.052847959798277486 + ], + [ + "typing", + 0.051410287430282066 + ], + [ + "finegrained entity", + 0.04130901282796564 + ], + [ + "type", + 0.03692844230969629 + ], + [ + "finegrained", + 0.03651792149995446 + ], + [ + "types", + 0.026244609123862166 + ], + [ + "finegrained entity typing", + 0.025342397080627906 + ], + [ + "hyperbolic", + 0.02386226131090447 + ], + [ + "entity type", + 0.021876158218559975 + ] + ], + "98": [ + [ + "math", + 0.06890678328374665 + ], + [ + "word problems", + 0.05434176326545602 + ], + [ + "math word", + 0.04911548511859693 + ], + [ + "word problem", + 0.046021449050341806 + ], + [ + "problems", + 0.041484765230510506 + ], + [ + "solving", + 0.040663220781583465 + ], + [ + "mathematical", + 0.03826590876231208 + ], + [ + "math word problems", + 0.03337551683788469 + ], + [ + "arithmetic", + 0.02717379884543345 + ], + [ + "arithmetic word", + 0.026228119653799776 + ] + ], + "99": [ + [ + "bert", + 0.03849181744697536 + ], + [ + "multilingual", + 0.03264462812388209 + ], + [ + "multilingual bert", + 0.03051347178653308 + ], + [ + "bert model", + 0.021741040614108007 + ], + [ + "multilingual models", + 0.017038770337543776 + ], + [ + "bert models", + 0.014660184243859758 + ], + [ + "estonian", + 0.014479422798280277 + ], + [ + "monolingual", + 0.014439957990284639 + ], + [ + "languages", + 0.014298641107854062 + ], + [ + "tasks", + 0.01291503432392444 + ] + ], + "100": [ + [ + "financial", + 0.07910491278051383 + ], + [ + "stock", + 0.05292169174139152 + ], + [ + "market", + 0.03516229219023503 + ], + [ + "news", + 0.0316877997033224 + ], + [ + "price", + 0.030466713477460914 + ], + [ + "news headlines", + 0.019495557403660876 + ], + [ + "analysts", + 0.018635156512500826 + ], + [ + "headlines", + 0.01862828536998573 + ], + [ + "stock market", + 0.01727451889212205 + ], + [ + "movement", + 0.01686502355019482 + ] + ], + "101": [ + [ + "video", + 0.05995278194114789 + ], + [ + "multimodal", + 0.04545224658212093 + ], + [ + "sceneaware", + 0.03254327536556505 + ], + [ + "dialog", + 0.030714189565455866 + ], + [ + "visual", + 0.02982102448673149 + ], + [ + "sceneaware dialog", + 0.025883756127449333 + ], + [ + "videos", + 0.023776434131681238 + ], + [ + "audio", + 0.021793378854725355 + ], + [ + "audio visual", + 0.019910581636499485 + ], + [ + "modalities", + 0.01949365914030397 + ] + ], + "102": [ + [ + "sense", + 0.06330127238218197 + ], + [ + "multisense", + 0.04178520889668056 + ], + [ + "senses", + 0.041276798534312764 + ], + [ + "word sense", + 0.035346427423896 + ], + [ + "word", + 0.03327104884032262 + ], + [ + "sense embeddings", + 0.025533774409526058 + ], + [ + "wsi", + 0.024969335853219872 + ], + [ + "embeddings", + 0.02384991083422935 + ], + [ + "word sense induction", + 0.018238410292518614 + ], + [ + "polysemous", + 0.018126452885740062 + ] + ], + "103": [ + [ + "game", + 0.052223879281807675 + ], + [ + "games", + 0.04674201617267761 + ], + [ + "agents", + 0.035653142501068845 + ], + [ + "communication", + 0.027384270341535344 + ], + [ + "pragmatic", + 0.026451567495625525 + ], + [ + "symbol", + 0.025036080573241803 + ], + [ + "emergence", + 0.024536461111495145 + ], + [ + "agent", + 0.02163654818462895 + ], + [ + "emergent", + 0.020119154934238947 + ], + [ + "listener", + 0.01798280186920285 + ] + ], + "104": [ + [ + "graph", + 0.0540553397639503 + ], + [ + "amrtotext", + 0.03812525423915173 + ], + [ + "amrtotext generation", + 0.03761208508039451 + ], + [ + "amr", + 0.026143052403295848 + ], + [ + "graphs", + 0.025553814508348545 + ], + [ + "generation", + 0.02440504259860876 + ], + [ + "node", + 0.02018895696153464 + ], + [ + "graphtosequence", + 0.01999273694263822 + ], + [ + "graph structure", + 0.01645763032327521 + ], + [ + "input graph", + 0.0162977863159861 + ] + ], + "105": [ + [ + "nmt", + 0.04006280113179644 + ], + [ + "translation", + 0.02730335394939995 + ], + [ + "neural machine translation", + 0.027173467742058106 + ], + [ + "neural machine", + 0.027006489737766072 + ], + [ + "machine translation", + 0.02415136059141939 + ], + [ + "search", + 0.022121422245027722 + ], + [ + "toolkit", + 0.02203984087663756 + ], + [ + "machine", + 0.021573726759724257 + ], + [ + "toolkit neural", + 0.020053786665480747 + ], + [ + "minimum", + 0.019474169854966646 + ] + ], + "106": [ + [ + "normalization", + 0.07962181278049128 + ], + [ + "text normalization", + 0.06242984994093652 + ], + [ + "normalizing", + 0.024149758435132236 + ], + [ + "text", + 0.020726396531993322 + ], + [ + "historical", + 0.019345091880601566 + ], + [ + "normalized", + 0.017282776650673768 + ], + [ + "spelling", + 0.013577470386969801 + ], + [ + "spelling normalization", + 0.01342682553327183 + ], + [ + "historical text normalization", + 0.013145620451408687 + ], + [ + "historical text", + 0.012902055522619712 + ] + ], + "107": [ + [ + "privacy", + 0.10703102082957865 + ], + [ + "policies", + 0.026814774844809295 + ], + [ + "anonymization", + 0.019880850964025774 + ], + [ + "deidentification", + 0.01765008398441292 + ], + [ + "vague", + 0.016262108075773853 + ], + [ + "medical", + 0.015642156795775766 + ], + [ + "risk", + 0.0153414802813992 + ], + [ + "federated", + 0.014699719111532271 + ], + [ + "leakage", + 0.014499001778419488 + ], + [ + "vagueness", + 0.01423036110461291 + ] + ], + "108": [ + [ + "beam", + 0.06664790549727444 + ], + [ + "beam search", + 0.05465651370768009 + ], + [ + "search", + 0.03912142512693557 + ], + [ + "decoding", + 0.035526037242157575 + ], + [ + "constraints", + 0.03301340341873185 + ], + [ + "neural machine translation", + 0.0238490802805787 + ], + [ + "neural machine", + 0.023702530275726434 + ], + [ + "translation", + 0.02282732630954096 + ], + [ + "hypotheses", + 0.019324972999897425 + ], + [ + "machine translation", + 0.01909514332156853 + ] + ], + "109": [ + [ + "hypernymy", + 0.06071772573219479 + ], + [ + "distributional", + 0.04272666352337132 + ], + [ + "pathbased", + 0.025011108515057338 + ], + [ + "hypernymy detection", + 0.025011108515057338 + ], + [ + "hypernyms", + 0.021695564330000965 + ], + [ + "patternbased", + 0.02115411997690351 + ], + [ + "term set", + 0.01977662050831557 + ], + [ + "term", + 0.018260880763957002 + ], + [ + "hearst", + 0.01756383142263824 + ], + [ + "distributional methods", + 0.01646246778050303 + ] + ], + "110": [ + [ + "political", + 0.0627311488426292 + ], + [ + "bias", + 0.0546463557048518 + ], + [ + "articles", + 0.04950487780719091 + ], + [ + "news", + 0.040777849063241306 + ], + [ + "ideology", + 0.03566155631238776 + ], + [ + "informational", + 0.031232145658396465 + ], + [ + "news articles", + 0.02445141054959284 + ], + [ + "media", + 0.022241361113899637 + ], + [ + "tweets", + 0.014546214576435996 + ], + [ + "media bias", + 0.013913114972933103 + ] + ], + "111": [ + [ + "generative adversarial", + 0.04756732689722417 + ], + [ + "gans", + 0.039603603609728026 + ], + [ + "gan", + 0.03397840821619905 + ], + [ + "generative", + 0.033269031166248283 + ], + [ + "generative adversarial networks", + 0.031854757702686615 + ], + [ + "adversarial", + 0.031227337142899825 + ], + [ + "adversarial networks", + 0.030906528257247518 + ], + [ + "text generation", + 0.030169093733864664 + ], + [ + "generation", + 0.0255047651382 + ], + [ + "discriminator", + 0.020622500706558605 + ] + ], + "112": [ + [ + "pos", + 0.06509500441552217 + ], + [ + "tagger", + 0.03918322469348136 + ], + [ + "tagging", + 0.03838237722097697 + ], + [ + "pos tagging", + 0.036771994137426045 + ], + [ + "codemixed", + 0.035862740903095346 + ], + [ + "sms", + 0.032723339163496915 + ], + [ + "codemixed indian", + 0.029002681367264995 + ], + [ + "tagging codemixed", + 0.02636607397024091 + ], + [ + "social media text", + 0.02610838243231101 + ], + [ + "media text", + 0.0259379751405895 + ] + ], + "113": [ + [ + "humor", + 0.14671786006589874 + ], + [ + "humorous", + 0.04813198919702183 + ], + [ + "headlines", + 0.02588115324519217 + ], + [ + "funny", + 0.025567613849764054 + ], + [ + "puns", + 0.016416042408495476 + ], + [ + "edited", + 0.015520574066070448 + ], + [ + "humor detection", + 0.015085903981411054 + ], + [ + "entertaining", + 0.014834726772512973 + ], + [ + "edited headlines", + 0.012066323431034965 + ], + [ + "personalized", + 0.01196597888188626 + ] + ], + "114": [ + [ + "metaphor", + 0.09801350321530927 + ], + [ + "metaphors", + 0.07202453213836184 + ], + [ + "metaphoric", + 0.03353423664051441 + ], + [ + "metaphorical", + 0.029841529410466194 + ], + [ + "literal", + 0.02236137568494415 + ], + [ + "greek", + 0.016203318154924377 + ], + [ + "linguistic", + 0.015751680118845285 + ], + [ + "aptness", + 0.015359001602825285 + ], + [ + "paraphrase", + 0.014785874352542841 + ], + [ + "axis", + 0.01394766271871271 + ] + ], + "115": [ + [ + "codeswitching", + 0.046738964312919254 + ], + [ + "cs", + 0.04427672539257767 + ], + [ + "asr", + 0.03953261858048122 + ], + [ + "speech", + 0.037692230315251124 + ], + [ + "speech recognition", + 0.024271090963806898 + ], + [ + "mandarinenglish", + 0.02363309450282298 + ], + [ + "recognition", + 0.02279067998523863 + ], + [ + "codeswitching speech", + 0.0207440251655451 + ], + [ + "codeswitched", + 0.020322734737631288 + ], + [ + "mixed", + 0.018882912656829662 + ] + ], + "116": [ + [ + "event coreference", + 0.11174735605061206 + ], + [ + "event", + 0.11119933426801328 + ], + [ + "coreference", + 0.09807984006377451 + ], + [ + "coreference resolution", + 0.06015029166063608 + ], + [ + "resolution", + 0.049312457224886724 + ], + [ + "crossdocument", + 0.04550088859707436 + ], + [ + "ecb", + 0.02149184279193638 + ], + [ + "cdcr", + 0.02052444940488432 + ], + [ + "event mentions", + 0.016617160617391023 + ], + [ + "events", + 0.01652802255877239 + ] + ], + "117": [ + [ + "reviews", + 0.06072348439516273 + ], + [ + "review", + 0.04266116667178675 + ], + [ + "helpfulness", + 0.03192355254948515 + ], + [ + "opinion", + 0.024438872616166046 + ], + [ + "online reviews", + 0.02184341897034538 + ], + [ + "rating", + 0.021632364526843226 + ], + [ + "customers", + 0.020603356243914094 + ], + [ + "product", + 0.02018562104422874 + ], + [ + "ecommerce", + 0.019513446202197245 + ], + [ + "online", + 0.018851111995085174 + ] + ], + "118": [ + [ + "covid19", + 0.046453065687998916 + ], + [ + "tweets", + 0.03129405386809611 + ], + [ + "wnut2020", + 0.026735079364980506 + ], + [ + "twitter", + 0.025444837420299796 + ], + [ + "informative", + 0.019626113994346935 + ], + [ + "churn", + 0.019497755099138116 + ], + [ + "wnut2020 task", + 0.018817877688417854 + ], + [ + "ensemble", + 0.018203335437655652 + ], + [ + "2020", + 0.017549190379094276 + ], + [ + "social", + 0.017292732168098245 + ] + ], + "119": [ + [ + "anaphora", + 0.0814246801574128 + ], + [ + "resolution", + 0.05866127025503762 + ], + [ + "pronouns", + 0.04437592606923929 + ], + [ + "pronoun", + 0.04361648844328236 + ], + [ + "anaphora resolution", + 0.043244071814983416 + ], + [ + "zero", + 0.0360689510039915 + ], + [ + "noun", + 0.03491933218238268 + ], + [ + "antecedents", + 0.033431922927944537 + ], + [ + "pronoun resolution", + 0.030645929350615827 + ], + [ + "anaphors", + 0.027051114621105016 + ] + ], + "120": [ + [ + "bilingual", + 0.034320716691870895 + ], + [ + "dictionary", + 0.03426512548765261 + ], + [ + "comparability", + 0.033702822679501435 + ], + [ + "termhood", + 0.029351131684052328 + ], + [ + "comparable corpora", + 0.029139290023712423 + ], + [ + "clir", + 0.0280856855662512 + ], + [ + "retrieval", + 0.026105823273446137 + ], + [ + "comparable", + 0.025067964133331705 + ], + [ + "dictionaries", + 0.02502624743243601 + ], + [ + "crosslanguage", + 0.0247589266898919 + ] + ], + "121": [ + [ + "discourse", + 0.03120754160788801 + ], + [ + "translation", + 0.029932326781707996 + ], + [ + "pronouns", + 0.02140013893266121 + ], + [ + "dp", + 0.020882804522024238 + ], + [ + "discourse phenomena", + 0.018106188825673348 + ], + [ + "mt", + 0.017404798270265733 + ], + [ + "machine translation", + 0.017268258412845103 + ], + [ + "contextaware", + 0.01666345277095091 + ], + [ + "pronoun", + 0.015290029291324178 + ], + [ + "bleu", + 0.01495418276594923 + ] + ], + "122": [ + [ + "color", + 0.12512412922151966 + ], + [ + "colour", + 0.05012677652881035 + ], + [ + "naming", + 0.0394751112799072 + ], + [ + "colors", + 0.03470315298148409 + ], + [ + "character embeddings", + 0.023084435410774894 + ], + [ + "principle", + 0.022738897613811516 + ], + [ + "exclusivity", + 0.021786774369449962 + ], + [ + "mutual exclusivity", + 0.021786774369449962 + ], + [ + "associations", + 0.02129920953708749 + ], + [ + "communicative need", + 0.020274927367323052 + ] + ], + "123": [ + [ + "nonautoregressive", + 0.07872467849888402 + ], + [ + "autoregressive", + 0.05100262561339904 + ], + [ + "nat", + 0.04311659690675959 + ], + [ + "nonautoregressive neural", + 0.03212413494526057 + ], + [ + "decoding", + 0.030448887700001964 + ], + [ + "translation", + 0.028620499277682815 + ], + [ + "inference", + 0.024894737194133158 + ], + [ + "nat models", + 0.02290399503696599 + ], + [ + "machine translation", + 0.020161516837445423 + ], + [ + "nonautoregressive models", + 0.020119651121202745 + ] + ], + "124": [ + [ + "nlg", + 0.04314812147112355 + ], + [ + "natural language generation", + 0.040423972577674744 + ], + [ + "language generation", + 0.038197190279006255 + ], + [ + "spoken dialogue", + 0.024005074392622703 + ], + [ + "generation", + 0.022048734769591932 + ], + [ + "realization", + 0.020076240004253124 + ], + [ + "natural", + 0.01991347471745737 + ], + [ + "natural language", + 0.019718460078705174 + ], + [ + "language generation nlg", + 0.019534844329946555 + ], + [ + "generation nlg", + 0.019534844329946555 + ] + ], + "125": [ + [ + "crowdsourcing", + 0.03190950586102724 + ], + [ + "workers", + 0.020014174381107495 + ], + [ + "examples", + 0.015569481270218172 + ], + [ + "protocols", + 0.015140043352105281 + ], + [ + "data collection", + 0.015019941104112911 + ], + [ + "annotators", + 0.014000256675371593 + ], + [ + "collection", + 0.01383770097077256 + ], + [ + "frame disambiguation", + 0.013700857844904258 + ], + [ + "mrs", + 0.013124043038623903 + ], + [ + "frame", + 0.012976194450658493 + ] + ], + "126": [ + [ + "african", + 0.05774260773328744 + ], + [ + "revolution", + 0.03401248109771855 + ], + [ + "african languages", + 0.0318538999489082 + ], + [ + "technology", + 0.028413329081737156 + ], + [ + "african language", + 0.028401723980117272 + ], + [ + "yupik", + 0.026721505023839652 + ], + [ + "technologies", + 0.024444107290279377 + ], + [ + "language technology", + 0.02371637880652963 + ], + [ + "digital", + 0.02314918689032395 + ], + [ + "information revolution", + 0.021799688877078564 + ] + ], + "127": [ + [ + "grading", + 0.03675605042999956 + ], + [ + "scoring", + 0.03587078038657123 + ], + [ + "essay", + 0.03190667348300464 + ], + [ + "short answer", + 0.029621688304282447 + ], + [ + "essay scoring", + 0.02886662991776647 + ], + [ + "student answers", + 0.026824656285790456 + ], + [ + "student", + 0.026010696829412108 + ], + [ + "essays", + 0.023486516736834932 + ], + [ + "automated", + 0.023091569840946975 + ], + [ + "answer grading", + 0.02265711326136048 + ] + ], + "128": [ + [ + "treebanks", + 0.05578070496510549 + ], + [ + "treebank", + 0.050710173657397786 + ], + [ + "parsing", + 0.032001412583040456 + ], + [ + "crosslingual", + 0.029539740436907727 + ], + [ + "dependency", + 0.027392545913178162 + ], + [ + "languages", + 0.02583118549528752 + ], + [ + "parser", + 0.02384389787027038 + ], + [ + "dependency parsing", + 0.022899223841389992 + ], + [ + "crosslingual dependency parsing", + 0.021735563475344742 + ], + [ + "crosslingual dependency", + 0.021491218848491405 + ] + ], + "129": [ + [ + "reviews", + 0.052845151531130494 + ], + [ + "summarization", + 0.03002644157097633 + ], + [ + "review", + 0.0282070377215671 + ], + [ + "product", + 0.028179940195368174 + ], + [ + "summaries", + 0.02762003073328601 + ], + [ + "opinion summarization", + 0.027390373511937575 + ], + [ + "opinion", + 0.02351874336755641 + ], + [ + "summary", + 0.019212666898179246 + ], + [ + "customer reviews", + 0.01722846948040507 + ], + [ + "opinions", + 0.016722901041984026 + ] + ], + "130": [ + [ + "gaze", + 0.08723392020261164 + ], + [ + "reading", + 0.04904136613681561 + ], + [ + "eyetracking", + 0.04523611974325245 + ], + [ + "eye", + 0.03296037563798201 + ], + [ + "behaviour", + 0.031538115724816074 + ], + [ + "human reading", + 0.030213677668150172 + ], + [ + "reading behavior", + 0.02501014095416857 + ], + [ + "human", + 0.021195592461099637 + ], + [ + "behavior", + 0.020425272991355145 + ], + [ + "eyetracking data", + 0.017033846751103074 + ] + ], + "131": [ + [ + "nlp", + 0.033519875352198726 + ], + [ + "natural", + 0.018181929477061508 + ], + [ + "natural language", + 0.017241355099923576 + ], + [ + "nlg", + 0.016084535333738204 + ], + [ + "language", + 0.014305833728868969 + ], + [ + "natural language processing", + 0.013038638847421796 + ], + [ + "lexical resources", + 0.012804177900402464 + ], + [ + "language processing", + 0.012621543056442912 + ], + [ + "nlg systems", + 0.012593277173503514 + ], + [ + "systems", + 0.012551424724453142 + ] + ], + "132": [ + [ + "news translation", + 0.06017992022145366 + ], + [ + "news translation task", + 0.04204428637931901 + ], + [ + "translation task", + 0.03651616133831654 + ], + [ + "news", + 0.03552330960358002 + ], + [ + "submission", + 0.033738520500403504 + ], + [ + "translation", + 0.03019642779912273 + ], + [ + "wmt19", + 0.02825074543949573 + ], + [ + "shared", + 0.022625313993053738 + ], + [ + "directions", + 0.021525509480422502 + ], + [ + "shared task", + 0.020405067903291343 + ] + ], + "133": [ + [ + "eat", + 0.036545569202126184 + ], + [ + "meaning", + 0.026944766904944326 + ], + [ + "semantics", + 0.016896195019613463 + ], + [ + "formal", + 0.01602941149137133 + ], + [ + "theory", + 0.015576706737565768 + ], + [ + "modelling", + 0.015202682527119742 + ], + [ + "diagrams", + 0.014992028209469143 + ], + [ + "icons", + 0.014992028209469143 + ], + [ + "meaning context", + 0.014469263344043708 + ], + [ + "logic", + 0.014163598944369823 + ] + ], + "134": [ + [ + "sign", + 0.14495302206063992 + ], + [ + "sign language", + 0.12458689921057367 + ], + [ + "sl", + 0.053169045877467985 + ], + [ + "asl", + 0.03541239442486361 + ], + [ + "deaf", + 0.03273073749770837 + ], + [ + "tokenization", + 0.02770057848221606 + ], + [ + "sign languages", + 0.02534756490839598 + ], + [ + "glyphs", + 0.02017218108190748 + ], + [ + "language", + 0.019832227016325484 + ], + [ + "propositional", + 0.019673552458257557 + ] + ], + "135": [ + [ + "multitask", + 0.035934805387951754 + ], + [ + "labels", + 0.032185037555670495 + ], + [ + "mtl", + 0.026574449277648335 + ], + [ + "sequence", + 0.02600297700288557 + ], + [ + "multitask learning", + 0.023946194485232056 + ], + [ + "tagging", + 0.020650712663389713 + ], + [ + "tasks", + 0.018493860205950292 + ], + [ + "auxiliary", + 0.017954065168305167 + ], + [ + "label", + 0.017927498174562188 + ], + [ + "sequence labeling", + 0.017638733008842437 + ] + ], + "136": [ + [ + "phylogenetic", + 0.11863343436811884 + ], + [ + "cognate", + 0.08213083917792843 + ], + [ + "indoeuropean", + 0.05866959087869986 + ], + [ + "historical linguistics", + 0.041581163588347736 + ], + [ + "indoeuropean language", + 0.03365651086160934 + ], + [ + "tree", + 0.03364126643425315 + ], + [ + "linguistics", + 0.031973732866095665 + ], + [ + "historical", + 0.02960674613203633 + ], + [ + "priors", + 0.027093033315263144 + ], + [ + "family", + 0.026431277718393605 + ] + ], + "137": [ + [ + "syntax", + 0.026756663527700324 + ], + [ + "translation", + 0.025932078119055367 + ], + [ + "neural machine translation", + 0.024738307733247557 + ], + [ + "neural machine", + 0.024586293522397818 + ], + [ + "nmt", + 0.02415917363801595 + ], + [ + "tree", + 0.02151860047085165 + ], + [ + "machine translation", + 0.02016561720694663 + ], + [ + "trees", + 0.019808485540219148 + ], + [ + "syntaxaware", + 0.019210112830328793 + ], + [ + "syntactic", + 0.01768052241909392 + ] + ], + "138": [ + [ + "explanations", + 0.09410177352660769 + ], + [ + "explanation", + 0.02872460125375803 + ], + [ + "explainers", + 0.02633849168326794 + ], + [ + "nl explanations", + 0.02304618022285945 + ], + [ + "faithful", + 0.022978388466422903 + ], + [ + "explaining", + 0.022091472243429455 + ], + [ + "nl", + 0.020793643045734424 + ], + [ + "rationales", + 0.01985647890175029 + ], + [ + "natural language explanations", + 0.013392223619689395 + ], + [ + "language explanations", + 0.013392223619689395 + ] + ], + "139": [ + [ + "slot", + 0.05881760393717598 + ], + [ + "slot filling", + 0.034790413063769024 + ], + [ + "filling", + 0.03371872085337683 + ], + [ + "slots", + 0.029809005875266383 + ], + [ + "nlu", + 0.023601167399146684 + ], + [ + "domain", + 0.020838531439333726 + ], + [ + "reranker", + 0.02008018012338807 + ], + [ + "domains", + 0.01898993893140355 + ], + [ + "language understanding", + 0.014978074068888157 + ], + [ + "schemas", + 0.014624369246262934 + ] + ], + "140": [ + [ + "personality", + 0.10302887165704931 + ], + [ + "traits", + 0.05017754007988003 + ], + [ + "profiling", + 0.029142361728351177 + ], + [ + "author profiling", + 0.027520555895549446 + ], + [ + "author", + 0.024932825103459615 + ], + [ + "gender", + 0.01981858266078454 + ], + [ + "personality traits", + 0.01934109286392626 + ], + [ + "authors gender", + 0.01910628653127125 + ], + [ + "authors", + 0.015711318711411192 + ], + [ + "online", + 0.015541415811157196 + ] + ], + "141": [ + [ + "preposition", + 0.08803592090991565 + ], + [ + "prepositions", + 0.08632535656208203 + ], + [ + "supersenses", + 0.05119143649241141 + ], + [ + "prepositional", + 0.049744677438526196 + ], + [ + "supersense", + 0.04419758024115948 + ], + [ + "adpositions", + 0.03434580707447541 + ], + [ + "inventory", + 0.03398701763145241 + ], + [ + "schneider", + 0.03370944045448845 + ], + [ + "adposition", + 0.03314818518086961 + ], + [ + "attachment", + 0.03039107821478164 + ] + ], + "142": [ + [ + "scientific", + 0.046852826513144576 + ], + [ + "application areas", + 0.027901026911606105 + ], + [ + "application", + 0.02228591940186942 + ], + [ + "areas", + 0.021380640829718262 + ], + [ + "literature", + 0.020714969831579375 + ], + [ + "research", + 0.01926861828569637 + ], + [ + "scibert", + 0.018778941453723188 + ], + [ + "scientific literature", + 0.01735200743588663 + ], + [ + "techniques", + 0.0165217179372781 + ], + [ + "science", + 0.016489427879957344 + ] + ], + "143": [ + [ + "russian", + 0.05765908463158596 + ], + [ + "similarity", + 0.030977752907803628 + ], + [ + "semantic similarity", + 0.025501264243738803 + ], + [ + "similarity task", + 0.01842018883745208 + ], + [ + "semantic similarity task", + 0.017903634291179357 + ], + [ + "russian language", + 0.017491112008561495 + ], + [ + "tatar", + 0.017470819541867716 + ], + [ + "embeddings evaluation", + 0.01710491896266432 + ], + [ + "word embeddings evaluation", + 0.01710491896266432 + ], + [ + "word", + 0.01682411544414284 + ] + ], + "144": [ + [ + "code", + 0.091655163108855 + ], + [ + "source code", + 0.04108616783175563 + ], + [ + "documentation", + 0.030653020656162093 + ], + [ + "code generation", + 0.02869952990883274 + ], + [ + "programming", + 0.025398550316386475 + ], + [ + "source", + 0.02156880725330482 + ], + [ + "stack overflow", + 0.02024835520199947 + ], + [ + "overflow", + 0.02024835520199947 + ], + [ + "repositories", + 0.017728514000675447 + ], + [ + "type information", + 0.01632517802303353 + ] + ], + "145": [ + [ + "semantic web", + 0.04835247686683275 + ], + [ + "translation", + 0.039340879790578195 + ], + [ + "machinetranslation", + 0.03158408282141087 + ], + [ + "machine translation", + 0.030749618050943475 + ], + [ + "technologies", + 0.026794807666472582 + ], + [ + "machine", + 0.026416700996478006 + ], + [ + "web", + 0.02525506957863779 + ], + [ + "arabicenglish", + 0.02197839857583307 + ], + [ + "optimised", + 0.02150647668750382 + ], + [ + "translations", + 0.0201104524180459 + ] + ], + "146": [ + [ + "knowledge", + 0.04014280509000031 + ], + [ + "knowledgegrounded", + 0.03428003715162714 + ], + [ + "response", + 0.03203622191146466 + ], + [ + "dialogue generation", + 0.03132938696041708 + ], + [ + "dialogue", + 0.02718848573065997 + ], + [ + "knowledgegrounded dialogue", + 0.02565173126843228 + ], + [ + "generation", + 0.025573248448495695 + ], + [ + "knowledge selection", + 0.023577841711938663 + ], + [ + "response generation", + 0.021236017527548258 + ], + [ + "responses", + 0.019259272623820795 + ] + ], + "147": [ + [ + "sentence", + 0.03339978808762729 + ], + [ + "sentence representations", + 0.02373577229007617 + ], + [ + "sentence embeddings", + 0.022037421737992356 + ], + [ + "transfer", + 0.022003445247372647 + ], + [ + "tasks", + 0.020788716270416646 + ], + [ + "transfer learning", + 0.017715891047281034 + ], + [ + "embeddings", + 0.01679259980916649 + ], + [ + "classification", + 0.015763980455003896 + ], + [ + "classification tasks", + 0.014144037886306455 + ], + [ + "evaluation sentence embeddings", + 0.012941301327204146 + ] + ], + "148": [ + [ + "distributional", + 0.07251392557293343 + ], + [ + "distributional semantics", + 0.049312726568056985 + ], + [ + "semantics", + 0.04202788438648106 + ], + [ + "functional distributional", + 0.03467414234811649 + ], + [ + "functional distributional semantics", + 0.03467414234811649 + ], + [ + "composition", + 0.028957233891588084 + ], + [ + "formal semantics", + 0.02759448810305087 + ], + [ + "semantic composition", + 0.025363530664161325 + ], + [ + "distributional semantic models", + 0.02476547529936942 + ], + [ + "functional", + 0.024065125650556483 + ] + ], + "149": [ + [ + "compositionality", + 0.04710965638181345 + ], + [ + "sc", + 0.026474892953241465 + ], + [ + "distributional", + 0.026164190783498287 + ], + [ + "sememe knowledge", + 0.02097063565933904 + ], + [ + "phrase", + 0.019736060085252062 + ], + [ + "sememe", + 0.018701130232399287 + ], + [ + "compositional", + 0.018213992809295122 + ], + [ + "distributed semantic", + 0.018027487811584086 + ], + [ + "embeddings", + 0.017585412195990188 + ], + [ + "representations", + 0.01655715266355543 + ] + ], + "150": [ + [ + "ud", + 0.06650641832044794 + ], + [ + "annotation", + 0.06308892297700797 + ], + [ + "treebank", + 0.05812682787438945 + ], + [ + "treebanks", + 0.04262596901001123 + ], + [ + "universal dependencies", + 0.030354168085357132 + ], + [ + "annotations", + 0.030309104545793053 + ], + [ + "guidelines", + 0.02874888658666315 + ], + [ + "anchoring", + 0.0273706885239507 + ], + [ + "dependency", + 0.02637504501875516 + ], + [ + "universal", + 0.026182805696818287 + ] + ], + "151": [ + [ + "acronym", + 0.11086260799394815 + ], + [ + "abbreviation", + 0.06399403587248233 + ], + [ + "acronyms", + 0.06174537552616504 + ], + [ + "abbreviations", + 0.04072607867721129 + ], + [ + "disambiguation", + 0.03908654218521455 + ], + [ + "expansions", + 0.03258714201572115 + ], + [ + "ad", + 0.026960306080788615 + ], + [ + "scientific", + 0.02468468168133688 + ], + [ + "abbreviation disambiguation", + 0.020971845180815716 + ], + [ + "identification", + 0.020760885595452343 + ] + ], + "152": [ + [ + "propaganda", + 0.14936756615385205 + ], + [ + "task 11", + 0.057215408699772895 + ], + [ + "11", + 0.044714954178784495 + ], + [ + "propaganda detection", + 0.0380565064636404 + ], + [ + "semeval2020 task", + 0.03763377503874178 + ], + [ + "semeval2020", + 0.036836541149330354 + ], + [ + "si", + 0.033863259484625284 + ], + [ + "news", + 0.03269348980522186 + ], + [ + "tc", + 0.03233900241618323 + ], + [ + "news articles", + 0.02789775531036049 + ] + ], + "153": [ + [ + "open", + 0.08382700336844572 + ], + [ + "open information extraction", + 0.07345234610832059 + ], + [ + "open information", + 0.07244415469463032 + ], + [ + "information extraction", + 0.05568282861536964 + ], + [ + "tuples", + 0.03326856054343298 + ], + [ + "extraction", + 0.03180788160887651 + ], + [ + "tokenlevel labels", + 0.03029945673190047 + ], + [ + "neural open", + 0.02973806177541828 + ], + [ + "open systems", + 0.028399488597501726 + ], + [ + "openie", + 0.027096280690373165 + ] + ], + "154": [ + [ + "hebrew", + 0.1282759933311195 + ], + [ + "bible", + 0.06513820696959416 + ], + [ + "intertextuality", + 0.024903967636684562 + ], + [ + "restoration", + 0.020757598747299197 + ], + [ + "homographs", + 0.018781414777392185 + ], + [ + "diacritic restoration", + 0.018556083587126085 + ], + [ + "digital", + 0.018347511526416022 + ], + [ + "disambiguation", + 0.018256913432248206 + ], + [ + "diacritic", + 0.018153298691318834 + ], + [ + "morphological", + 0.017578793790368193 + ] + ], + "155": [ + [ + "typological", + 0.11806197284655658 + ], + [ + "typology", + 0.05716505860092361 + ], + [ + "typological features", + 0.04401833705225807 + ], + [ + "languages", + 0.031040659028396787 + ], + [ + "linguistic typology", + 0.029683825839492157 + ], + [ + "esl", + 0.028373784291229328 + ], + [ + "features", + 0.02609871946744291 + ], + [ + "language representations", + 0.02260885251296151 + ], + [ + "linguistic", + 0.021135029441758917 + ], + [ + "language embeddings", + 0.019002240582152642 + ] + ], + "156": [ + [ + "label", + 0.047675110650384836 + ], + [ + "text classification", + 0.031521968150425454 + ], + [ + "multilabel", + 0.029293896942951266 + ], + [ + "labels", + 0.02710368826001033 + ], + [ + "classification", + 0.026690461952908386 + ], + [ + "multilabel text", + 0.024944216927819018 + ], + [ + "multilabel text classification", + 0.024944216927819018 + ], + [ + "zeroshot", + 0.024627960406861542 + ], + [ + "dataless", + 0.023541246900868812 + ], + [ + "lmtc", + 0.020462826544718274 + ] + ], + "157": [ + [ + "variational", + 0.07704750455329566 + ], + [ + "latent", + 0.041218229833448375 + ], + [ + "variational autoencoders", + 0.032417776553815794 + ], + [ + "variational autoencoder", + 0.027202766032710705 + ], + [ + "autoencoders", + 0.026403248648132167 + ], + [ + "vaes", + 0.026146808262337413 + ], + [ + "latent space", + 0.023861466176040704 + ], + [ + "vae", + 0.02214141175794991 + ], + [ + "autoencoder", + 0.021855764882009198 + ], + [ + "kl", + 0.018009875863230995 + ] + ], + "158": [ + [ + "crisis", + 0.04193028150034197 + ], + [ + "messages", + 0.02942010092178526 + ], + [ + "disasters", + 0.022585447092474162 + ], + [ + "disaster", + 0.022585447092474162 + ], + [ + "emergency", + 0.018595397323539486 + ], + [ + "social", + 0.017829502252677962 + ], + [ + "tweets", + 0.01780884010572701 + ], + [ + "needs", + 0.01746545691114937 + ], + [ + "hurricane", + 0.017033740195675728 + ], + [ + "situation", + 0.01630747479715874 + ] + ], + "159": [ + [ + "adversarial", + 0.060563725630470334 + ], + [ + "rc", + 0.03388074095706905 + ], + [ + "rc models", + 0.029633872099718746 + ], + [ + "robustness", + 0.029119761646087365 + ], + [ + "comprehension", + 0.025667174286495027 + ], + [ + "adversarial training", + 0.020976455325772955 + ], + [ + "adversarial evaluation", + 0.02060450174355287 + ], + [ + "attacks", + 0.01918265253752368 + ], + [ + "commonsense inference", + 0.01883768940929138 + ], + [ + "examples", + 0.018064722639352476 + ] + ], + "160": [ + [ + "tree", + 0.03886389660796238 + ], + [ + "treelstm", + 0.032132762860819154 + ], + [ + "trees", + 0.030959416211461394 + ], + [ + "tree structures", + 0.02820417532103372 + ], + [ + "syntactic", + 0.02661007919641408 + ], + [ + "treebased", + 0.021153131490775287 + ], + [ + "structures", + 0.020110193382009475 + ], + [ + "parse", + 0.018527847937745527 + ], + [ + "constituent", + 0.018053000005480453 + ], + [ + "compose", + 0.01600072197923676 + ] + ], + "161": [ + [ + "headline", + 0.06345949560415465 + ], + [ + "headlines", + 0.05409064815779567 + ], + [ + "news", + 0.035513151379501215 + ], + [ + "headline generation", + 0.027874065414349076 + ], + [ + "synthetic news", + 0.02677015198245977 + ], + [ + "titles", + 0.024754655835666575 + ], + [ + "slides", + 0.022308459985383142 + ], + [ + "attractive", + 0.02215947646177663 + ], + [ + "presentation", + 0.02204505917050903 + ], + [ + "neural headline", + 0.02189512396310743 + ] + ], + "162": [ + [ + "reasoning", + 0.06723678333241552 + ], + [ + "kg", + 0.027219279867129575 + ], + [ + "paths", + 0.027219279867129575 + ], + [ + "kgs", + 0.02259958528427471 + ], + [ + "multihop", + 0.022318527509547794 + ], + [ + "symbolic", + 0.022052546001058944 + ], + [ + "logical", + 0.02027819306101648 + ], + [ + "knowledge", + 0.01920156575235042 + ], + [ + "sparse", + 0.01835425946276347 + ], + [ + "multihop reasoning", + 0.018281696148072075 + ] + ], + "163": [ + [ + "text classification", + 0.03741136668161138 + ], + [ + "classification", + 0.03501160597352101 + ], + [ + "runtime", + 0.023707021448159556 + ], + [ + "fasttext", + 0.02231451544773543 + ], + [ + "text", + 0.021865042055757244 + ], + [ + "deep learning", + 0.020112180710486784 + ], + [ + "classifiers", + 0.01936798530906304 + ], + [ + "feature selection", + 0.017538644679650675 + ], + [ + "text documents", + 0.017188643880245262 + ], + [ + "doc2vec", + 0.016219397648245388 + ] + ] + }, + "POS": { + "-1": [ + [ + "language", + 0.005019762610264577 + ], + [ + "models", + 0.004348724316080483 + ], + [ + "model", + 0.004271956455474708 + ], + [ + "data", + 0.0040104426853126195 + ], + [ + "translation", + 0.004000412053392823 + ], + [ + "word", + 0.003943480246774589 + ], + [ + "tasks", + 0.003804044383849433 + ], + [ + "neural", + 0.0036979711809664285 + ], + [ + "learning", + 0.003634910014057082 + ], + [ + "languages", + 0.003609126508455637 + ] + ], + "0": [ + [ + "question", + 0.028116582131715636 + ], + [ + "answer", + 0.02036574353723801 + ], + [ + "questions", + 0.020315648001639392 + ], + [ + "comprehension", + 0.01642006172538503 + ], + [ + "reading", + 0.014291500771103695 + ], + [ + "answers", + 0.010749442885428359 + ], + [ + "reasoning", + 0.007668243380582001 + ], + [ + "passage", + 0.007378605779377434 + ], + [ + "dataset", + 0.0073756994592934595 + ], + [ + "knowledge", + 0.006110687470050771 + ] + ], + "1": [ + [ + "speech", + 0.03173329671148156 + ], + [ + "acoustic", + 0.01688351242770658 + ], + [ + "recognition", + 0.016803050161604306 + ], + [ + "automatic speech", + 0.008642941685020467 + ], + [ + "audio", + 0.007941334915529138 + ], + [ + "spoken", + 0.0073903507817214414 + ], + [ + "error", + 0.006618605653753748 + ], + [ + "transcription", + 0.006129980888350353 + ], + [ + "automatic", + 0.006039279751067253 + ], + [ + "training", + 0.005984811747938189 + ] + ], + "2": [ + [ + "summarization", + 0.045428908874652806 + ], + [ + "summaries", + 0.02304279003966512 + ], + [ + "abstractive", + 0.022587210789205524 + ], + [ + "summary", + 0.018623099998134277 + ], + [ + "extractive", + 0.015595896865170369 + ], + [ + "abstractive summarization", + 0.014907191662224838 + ], + [ + "document", + 0.010889902059190892 + ], + [ + "rouge", + 0.00979463810574288 + ], + [ + "multidocument", + 0.007749585090259431 + ], + [ + "extractive summarization", + 0.0077000353137378005 + ] + ], + "3": [ + [ + "clinical", + 0.02490697859225499 + ], + [ + "medical", + 0.02145023367361423 + ], + [ + "biomedical", + 0.01671833224758784 + ], + [ + "extraction", + 0.01132668712889026 + ], + [ + "notes", + 0.009217067036503507 + ], + [ + "drug", + 0.009018046910054306 + ], + [ + "reports", + 0.007589929748967601 + ], + [ + "relation", + 0.006883596137022315 + ], + [ + "radiology", + 0.006824034236266784 + ], + [ + "disease", + 0.006487028614795284 + ] + ], + "4": [ + [ + "translation", + 0.023115029942030654 + ], + [ + "parallel", + 0.01954130714893192 + ], + [ + "machine", + 0.016661703289184135 + ], + [ + "neural machine", + 0.016489402086242094 + ], + [ + "lowresource", + 0.011997209016031183 + ], + [ + "multilingual", + 0.011485278603608953 + ], + [ + "data", + 0.010030733454272899 + ], + [ + "languages", + 0.009625384422885989 + ], + [ + "parallel corpus", + 0.008917453471905397 + ], + [ + "pairs", + 0.008830323785303852 + ] + ], + "5": [ + [ + "emotion", + 0.05961813054061635 + ], + [ + "emotions", + 0.02836067868721212 + ], + [ + "emotional", + 0.016352999419546314 + ], + [ + "affective", + 0.010506881788813056 + ], + [ + "intensity", + 0.009974509645159911 + ], + [ + "empathetic", + 0.00810385599967073 + ], + [ + "multimodal", + 0.00784836340684864 + ], + [ + "sentiment", + 0.007832953436707611 + ], + [ + "analysis", + 0.007031961034833804 + ], + [ + "recognition", + 0.006450135258490199 + ] + ], + "6": [ + [ + "word", + 0.02620739768064832 + ], + [ + "embeddings", + 0.016555641022509438 + ], + [ + "similarity", + 0.015891869070277162 + ], + [ + "vector", + 0.01584722000407068 + ], + [ + "vectors", + 0.015274108540895398 + ], + [ + "semantic", + 0.011992857501222783 + ], + [ + "analogy", + 0.010998328179851736 + ], + [ + "words", + 0.010740085910667893 + ], + [ + "representations", + 0.010067482446345167 + ], + [ + "measures", + 0.007865368141147076 + ] + ], + "7": [ + [ + "bert", + 0.02845468172510854 + ], + [ + "tasks", + 0.012233716492400813 + ], + [ + "pretraining", + 0.01223275002304698 + ], + [ + "representations", + 0.010415600750459348 + ], + [ + "distillation", + 0.00871589666493176 + ], + [ + "models", + 0.007828526555852776 + ], + [ + "linguistic", + 0.007059485861482487 + ], + [ + "language", + 0.007031208021556022 + ], + [ + "knowledge", + 0.006962013302525456 + ], + [ + "layers", + 0.006956080344757774 + ] + ], + "8": [ + [ + "relation", + 0.04575706384992377 + ], + [ + "extraction", + 0.030237300641925067 + ], + [ + "relations", + 0.014316175251128155 + ], + [ + "distant", + 0.013858274979527335 + ], + [ + "distant supervision", + 0.013784040524516115 + ], + [ + "entity", + 0.0121859896582319 + ], + [ + "supervision", + 0.012181430980067992 + ], + [ + "entities", + 0.009460303976410322 + ], + [ + "joint", + 0.007162861541154249 + ], + [ + "neural relation", + 0.006279304870307047 + ] + ], + "9": [ + [ + "hate", + 0.04370672262852609 + ], + [ + "offensive", + 0.021765512203324434 + ], + [ + "detection", + 0.02115851011892389 + ], + [ + "speech", + 0.019994886395858353 + ], + [ + "abusive", + 0.018519938890006495 + ], + [ + "toxic", + 0.015748353098941664 + ], + [ + "social", + 0.014357697446424022 + ], + [ + "online", + 0.013517833620165023 + ], + [ + "abusive language", + 0.012986735888500961 + ], + [ + "offensive language", + 0.012974782444536412 + ] + ], + "10": [ + [ + "transliteration", + 0.01374954289985265 + ], + [ + "rules", + 0.01265451689836452 + ], + [ + "algorithm", + 0.01135262695757073 + ], + [ + "sandhi", + 0.011319076964813143 + ], + [ + "morphological", + 0.010209938189597185 + ], + [ + "script", + 0.010174544314507776 + ], + [ + "language", + 0.009490445316127723 + ], + [ + "processing", + 0.008063806059373612 + ], + [ + "words", + 0.007955666419940749 + ], + [ + "word", + 0.007125833565079043 + ] + ], + "11": [ + [ + "aspect", + 0.052866034102800566 + ], + [ + "sentiment", + 0.036882279451161355 + ], + [ + "opinion", + 0.021710795408129105 + ], + [ + "analysis", + 0.014535140338590751 + ], + [ + "extraction", + 0.01201335193886411 + ], + [ + "aspects", + 0.012006836953705344 + ], + [ + "polarity", + 0.009190293599200643 + ], + [ + "attention", + 0.007591903297779756 + ], + [ + "reviews", + 0.007164238039347469 + ], + [ + "classification", + 0.00716106300283284 + ] + ], + "12": [ + [ + "morphological", + 0.05492748005405195 + ], + [ + "inflection", + 0.019514062657520568 + ], + [ + "languages", + 0.014412594591540324 + ], + [ + "morphology", + 0.01441190145248213 + ], + [ + "morphological analysis", + 0.014063667928652 + ], + [ + "lemmatization", + 0.012621623675829124 + ], + [ + "inflected", + 0.01132886690866984 + ], + [ + "lemma", + 0.010427157845274537 + ], + [ + "morphological inflection", + 0.01015750068795485 + ], + [ + "forms", + 0.00903215546493417 + ] + ], + "13": [ + [ + "entity", + 0.028843610429919817 + ], + [ + "recognition", + 0.022373960671653686 + ], + [ + "entities", + 0.008414266263508951 + ], + [ + "data", + 0.005429781889806933 + ], + [ + "performance", + 0.004915555922903605 + ], + [ + "learning", + 0.00411132746433942 + ], + [ + "context", + 0.004098081824080447 + ], + [ + "neural", + 0.003973995411075726 + ], + [ + "models", + 0.0038984707743423886 + ], + [ + "information", + 0.0037396919738279565 + ] + ], + "14": [ + [ + "multimodal", + 0.045610921368347206 + ], + [ + "image", + 0.037797622278905235 + ], + [ + "visual", + 0.03563217489570402 + ], + [ + "captions", + 0.016172374839899275 + ], + [ + "images", + 0.015328589758082524 + ], + [ + "captioning", + 0.015227112094365742 + ], + [ + "translation", + 0.011046766675998828 + ], + [ + "multimodal machine", + 0.010939037880140941 + ], + [ + "textual", + 0.010747852523009008 + ], + [ + "visual features", + 0.010653869302361728 + ] + ], + "15": [ + [ + "discourse", + 0.08731381270634368 + ], + [ + "implicit discourse", + 0.01802670566866581 + ], + [ + "discourse relations", + 0.015750090638850366 + ], + [ + "implicit", + 0.015093856245359276 + ], + [ + "rhetorical", + 0.013906072202641201 + ], + [ + "relations", + 0.013134784409344222 + ], + [ + "segmentation", + 0.01312400094043261 + ], + [ + "structure", + 0.013072734566542529 + ], + [ + "parsing", + 0.012184976402607602 + ], + [ + "markers", + 0.012184263417917288 + ] + ], + "16": [ + [ + "segmentation", + 0.040890215993621346 + ], + [ + "character", + 0.020112764100505828 + ], + [ + "word", + 0.01858174719389333 + ], + [ + "characters", + 0.013999172733778296 + ], + [ + "model", + 0.006568905777218472 + ], + [ + "lattice", + 0.006472870028679356 + ], + [ + "features", + 0.005513393049435062 + ], + [ + "sequence", + 0.005468281323301855 + ], + [ + "lexicon", + 0.00513333141960612 + ], + [ + "results", + 0.004857169405506483 + ] + ], + "17": [ + [ + "crosslingual", + 0.03190495888031708 + ], + [ + "bilingual", + 0.025541500661194292 + ], + [ + "embeddings", + 0.02000820402794305 + ], + [ + "crosslingual word", + 0.015747603713249358 + ], + [ + "spaces", + 0.015281514699371777 + ], + [ + "word", + 0.014720302532021808 + ], + [ + "monolingual", + 0.014475224052103781 + ], + [ + "unsupervised", + 0.013222094791216785 + ], + [ + "languages", + 0.013158679903543814 + ], + [ + "induction", + 0.011866783284738867 + ] + ], + "18": [ + [ + "entropy", + 0.02227349090370724 + ], + [ + "law", + 0.020727134445930932 + ], + [ + "languages", + 0.015007430323378883 + ], + [ + "script", + 0.014036535239770796 + ], + [ + "frequency", + 0.013972288865859831 + ], + [ + "surprisal", + 0.012980571790288933 + ], + [ + "order", + 0.012255073881166355 + ], + [ + "words", + 0.012124755067916047 + ], + [ + "word", + 0.011988112848236778 + ], + [ + "statistical", + 0.011883244212953023 + ] + ], + "19": [ + [ + "argument", + 0.05439925147710224 + ], + [ + "argumentation", + 0.042080344595847814 + ], + [ + "arguments", + 0.03259254445522011 + ], + [ + "argumentative", + 0.027676195621258847 + ], + [ + "mining", + 0.018855683077210156 + ], + [ + "debates", + 0.012114478339367822 + ], + [ + "debate", + 0.011716275734437847 + ], + [ + "claims", + 0.011227268490242227 + ], + [ + "discussions", + 0.007578105312055146 + ], + [ + "component", + 0.007241135773804055 + ] + ], + "20": [ + [ + "neural machine", + 0.023866779138104213 + ], + [ + "translation", + 0.023463637314635733 + ], + [ + "attention", + 0.01818863150174234 + ], + [ + "machine", + 0.016844045596014944 + ], + [ + "source", + 0.014656726318203759 + ], + [ + "neural", + 0.01333080808593231 + ], + [ + "decoder", + 0.010567875784844161 + ], + [ + "mechanism", + 0.007773728053956264 + ], + [ + "encoder", + 0.006299278165251378 + ], + [ + "deep", + 0.006093350555889211 + ] + ], + "21": [ + [ + "parsing", + 0.043343341237765134 + ], + [ + "dependency", + 0.04094707420480084 + ], + [ + "parser", + 0.02874392328270966 + ], + [ + "parsers", + 0.020419387444388086 + ], + [ + "constituent", + 0.019357898334092214 + ], + [ + "trees", + 0.013555527398399452 + ], + [ + "greedy", + 0.012308685225074271 + ], + [ + "discontinuous", + 0.00968513264823306 + ], + [ + "tree", + 0.009115977112921916 + ], + [ + "syntactic", + 0.007739710854637667 + ] + ], + "22": [ + [ + "syntactic", + 0.01775820140510599 + ], + [ + "grammatical", + 0.014580192550347688 + ], + [ + "agreement", + 0.013471963504186163 + ], + [ + "networks", + 0.012372494231177542 + ], + [ + "structure", + 0.01179106990443314 + ], + [ + "language", + 0.011453782034766822 + ], + [ + "hierarchical", + 0.01113860740357673 + ], + [ + "neural networks", + 0.010883278435015653 + ], + [ + "recurrent", + 0.010686551029118972 + ], + [ + "neural", + 0.010467575340903028 + ] + ], + "23": [ + [ + "generation", + 0.03268238476428978 + ], + [ + "text", + 0.01613091522936825 + ], + [ + "content", + 0.012004406672602497 + ], + [ + "planning", + 0.010594680284035457 + ], + [ + "generated", + 0.009075667767470288 + ], + [ + "repetition", + 0.009055648095742667 + ], + [ + "data", + 0.007494915280062457 + ], + [ + "neural", + 0.0067944061130046085 + ], + [ + "realization", + 0.006145496198969438 + ], + [ + "models", + 0.0056654883266166025 + ] + ], + "24": [ + [ + "topic", + 0.06255879357368806 + ], + [ + "topics", + 0.0369646789976114 + ], + [ + "clustering", + 0.01800915538195236 + ], + [ + "document", + 0.01326402358756796 + ], + [ + "latent", + 0.010243529237857771 + ], + [ + "modeling", + 0.009618102123034662 + ], + [ + "models", + 0.00806347730616188 + ], + [ + "allocation", + 0.007934097874056781 + ], + [ + "documents", + 0.007742465337364448 + ], + [ + "word", + 0.007532704167090992 + ] + ], + "25": [ + [ + "knowledge", + 0.02599195216223051 + ], + [ + "entities", + 0.021554063263476836 + ], + [ + "relation", + 0.020502096162084153 + ], + [ + "graph", + 0.01874448252510682 + ], + [ + "graphs", + 0.016806911435370147 + ], + [ + "entity", + 0.015568933186273188 + ], + [ + "relations", + 0.014162813206251025 + ], + [ + "triple", + 0.012407835922846683 + ], + [ + "relational", + 0.011526468720722285 + ], + [ + "link", + 0.010822734988215304 + ] + ], + "26": [ + [ + "gender", + 0.06412034370647891 + ], + [ + "bias", + 0.05627329971082913 + ], + [ + "biases", + 0.03489617820471753 + ], + [ + "embeddings", + 0.017965780136794878 + ], + [ + "debiasing", + 0.015373609688186287 + ], + [ + "word", + 0.014054575261346895 + ], + [ + "grammatical gender", + 0.013674099214914212 + ], + [ + "social biases", + 0.01115130529171564 + ], + [ + "women", + 0.01098943771015377 + ], + [ + "grammatical", + 0.01012366563994652 + ] + ], + "27": [ + [ + "story", + 0.07821376692995921 + ], + [ + "stories", + 0.03560083576295294 + ], + [ + "narrative", + 0.027146950496647858 + ], + [ + "plot", + 0.019763594679580415 + ], + [ + "narratives", + 0.017342172975271804 + ], + [ + "generation", + 0.016512506325957327 + ], + [ + "synopses", + 0.010754903727834306 + ], + [ + "events", + 0.01059018471955379 + ], + [ + "movie", + 0.0103714146769388 + ], + [ + "movies", + 0.010286930545176085 + ] + ], + "28": [ + [ + "dialogue", + 0.03339535033694079 + ], + [ + "dialog", + 0.028012764159568757 + ], + [ + "user", + 0.024693574340605384 + ], + [ + "agent", + 0.01858384776361218 + ], + [ + "systems", + 0.012954671836679239 + ], + [ + "simulator", + 0.011309473585210748 + ], + [ + "conversation", + 0.010159610083313076 + ], + [ + "learning", + 0.009934516760833154 + ], + [ + "policy", + 0.00966462074004968 + ], + [ + "users", + 0.007464516406195361 + ] + ], + "29": [ + [ + "transformer", + 0.033285420509147054 + ], + [ + "attention", + 0.026354460205917786 + ], + [ + "heads", + 0.016219394824650527 + ], + [ + "layers", + 0.013494823878012062 + ], + [ + "multihead", + 0.01242765401974007 + ], + [ + "transformers", + 0.010391925059027288 + ], + [ + "sequence", + 0.008751094162222877 + ], + [ + "layer", + 0.008469968697583118 + ], + [ + "tasks", + 0.008258133483548221 + ], + [ + "decoder", + 0.007771787550901159 + ] + ], + "30": [ + [ + "semantic role", + 0.052487121029049406 + ], + [ + "role", + 0.0433291060270254 + ], + [ + "labeling", + 0.03540791990475731 + ], + [ + "semantic", + 0.023993235818437583 + ], + [ + "syntactic", + 0.012263129351425019 + ], + [ + "roles", + 0.01188848481238263 + ], + [ + "predicates", + 0.00897641259915853 + ], + [ + "dependency", + 0.007344712985152323 + ], + [ + "model", + 0.007082271983125727 + ], + [ + "languages", + 0.00647559230015948 + ] + ], + "31": [ + [ + "change", + 0.06572514846432055 + ], + [ + "semantic change", + 0.051690881384574075 + ], + [ + "diachronic", + 0.03254232555099303 + ], + [ + "semantic", + 0.027114602352521642 + ], + [ + "time", + 0.02213433101871011 + ], + [ + "shifts", + 0.02161903249166869 + ], + [ + "changes", + 0.018027029107373596 + ], + [ + "lexical", + 0.016652130916185386 + ], + [ + "semantic shifts", + 0.01486562204581596 + ], + [ + "detection", + 0.014008418806350325 + ] + ], + "32": [ + [ + "sense", + 0.0635309343200104 + ], + [ + "disambiguation", + 0.04693717603390424 + ], + [ + "word", + 0.023010544014501564 + ], + [ + "words", + 0.009468844032043714 + ], + [ + "context", + 0.006594512095029722 + ], + [ + "embeddings", + 0.006278299025956144 + ], + [ + "algorithms", + 0.0062117617113658635 + ], + [ + "lexical", + 0.0058472118969536465 + ], + [ + "semantic", + 0.005817140167803018 + ], + [ + "approach", + 0.0056368618128664685 + ] + ], + "33": [ + [ + "paraphrase", + 0.06785642451737242 + ], + [ + "paraphrases", + 0.04127120620653893 + ], + [ + "paraphrasing", + 0.016242403498804535 + ], + [ + "generation", + 0.012229972471305134 + ], + [ + "pairs", + 0.009665564844333539 + ], + [ + "sentence", + 0.009355414857779298 + ], + [ + "identification", + 0.009187215472329579 + ], + [ + "sentences", + 0.006774409290382093 + ], + [ + "phrase", + 0.006132346858609398 + ], + [ + "sentential", + 0.005846042985574599 + ] + ], + "34": [ + [ + "linking", + 0.055379059813869695 + ], + [ + "entity", + 0.04554924129895931 + ], + [ + "entities", + 0.02262588287452137 + ], + [ + "mentions", + 0.015529408674493272 + ], + [ + "disambiguation", + 0.011635949549377814 + ], + [ + "knowledge", + 0.00754168017743355 + ], + [ + "base", + 0.0068794515631768185 + ], + [ + "collective", + 0.006755138937776416 + ], + [ + "context", + 0.006191126864525179 + ], + [ + "model", + 0.005284285203050351 + ] + ], + "35": [ + [ + "authorship", + 0.05522576636700703 + ], + [ + "attribution", + 0.03554130350634088 + ], + [ + "authors", + 0.023137257146151412 + ], + [ + "stylistic", + 0.019779624007799743 + ], + [ + "literary", + 0.019360344436587906 + ], + [ + "texts", + 0.01858368970639421 + ], + [ + "writing", + 0.017707423172732568 + ], + [ + "style", + 0.015842492422443424 + ], + [ + "analysis", + 0.011491397983957844 + ], + [ + "features", + 0.010964085163207172 + ] + ], + "36": [ + [ + "tracking", + 0.053904425530421456 + ], + [ + "state", + 0.04833188750836171 + ], + [ + "dialogue", + 0.04819829742384354 + ], + [ + "slot", + 0.027909417479314996 + ], + [ + "values", + 0.026126031482069354 + ], + [ + "tracker", + 0.01728573446613779 + ], + [ + "dialog", + 0.01404414110634066 + ], + [ + "unknown", + 0.009570620816537598 + ], + [ + "turn", + 0.009504489525247023 + ], + [ + "user", + 0.00917978141774368 + ] + ], + "37": [ + [ + "inference", + 0.037825263714093914 + ], + [ + "natural language", + 0.02207646397260787 + ], + [ + "natural", + 0.020852954039164456 + ], + [ + "entailment", + 0.011664874228025581 + ], + [ + "hypothesis", + 0.010938846231798584 + ], + [ + "language", + 0.010623028394425822 + ], + [ + "models", + 0.010301500663201579 + ], + [ + "datasets", + 0.008787604202609156 + ], + [ + "reasoning", + 0.006706855856505762 + ], + [ + "sentence", + 0.0057895082866744755 + ] + ], + "38": [ + [ + "act", + 0.050118284553497025 + ], + [ + "dialogue", + 0.028760522693566014 + ], + [ + "dialog", + 0.02430756466442976 + ], + [ + "utterances", + 0.014295544059767707 + ], + [ + "acts", + 0.012835379809315867 + ], + [ + "classification", + 0.010840280442275425 + ], + [ + "dialogues", + 0.00973016819024113 + ], + [ + "recognition", + 0.009195564506571684 + ], + [ + "hierarchical", + 0.008153233631272119 + ], + [ + "corpus", + 0.007621474010393834 + ] + ], + "39": [ + [ + "commonsense", + 0.0758394665316054 + ], + [ + "reasoning", + 0.03302974278489284 + ], + [ + "knowledge", + 0.029286212431067715 + ], + [ + "physical", + 0.01088465248949774 + ], + [ + "models", + 0.009271811328607492 + ], + [ + "reason", + 0.008250688767012099 + ], + [ + "performance", + 0.007499736269786191 + ], + [ + "plausibility", + 0.007220034643948122 + ], + [ + "language", + 0.006244168177500896 + ], + [ + "benchmarks", + 0.006150484066435686 + ] + ], + "40": [ + [ + "crosslingual", + 0.03826840746847352 + ], + [ + "multilingual", + 0.03171599412109791 + ], + [ + "transfer", + 0.02190256786026115 + ], + [ + "crosslingual transfer", + 0.02068642993276792 + ], + [ + "languages", + 0.016470094270001772 + ], + [ + "tasks", + 0.010155981321777627 + ], + [ + "language", + 0.008793636404022068 + ], + [ + "pretraining", + 0.006095513520445467 + ], + [ + "settings", + 0.006001724938936587 + ], + [ + "performance", + 0.005914925423617447 + ] + ], + "41": [ + [ + "coreference", + 0.08985778516974595 + ], + [ + "resolution", + 0.0658548377268683 + ], + [ + "mention", + 0.02130607831511922 + ], + [ + "pronoun", + 0.01938203092625555 + ], + [ + "mentions", + 0.019305866567383582 + ], + [ + "resolvers", + 0.016027747269865097 + ], + [ + "neural coreference", + 0.012400977295275575 + ], + [ + "features", + 0.008345002989332616 + ], + [ + "reference", + 0.007504277866847737 + ], + [ + "antecedent", + 0.007174864096037279 + ] + ], + "42": [ + [ + "legal", + 0.055263784309327255 + ], + [ + "patent", + 0.03309520276533363 + ], + [ + "court", + 0.02548426158001638 + ], + [ + "case", + 0.016218467971161204 + ], + [ + "legal domain", + 0.015363842497409264 + ], + [ + "law", + 0.014933224410282619 + ], + [ + "cases", + 0.013580178424857299 + ], + [ + "documents", + 0.01183367018566283 + ], + [ + "police", + 0.01052575635386994 + ], + [ + "judgment", + 0.010409718595994249 + ] + ], + "43": [ + [ + "dialect", + 0.04262059869634033 + ], + [ + "identification", + 0.04065355274281144 + ], + [ + "dialect identification", + 0.030038107163474673 + ], + [ + "dialects", + 0.021268497966533056 + ], + [ + "dialectal", + 0.015270697483313358 + ], + [ + "similar languages", + 0.013517003098253495 + ], + [ + "varieties", + 0.010796959972189235 + ], + [ + "language", + 0.009484787305291151 + ], + [ + "features", + 0.009227868680384544 + ], + [ + "languages", + 0.009212901261381362 + ] + ], + "44": [ + [ + "parsing", + 0.03417466886450894 + ], + [ + "meaning", + 0.024880665280803477 + ], + [ + "parser", + 0.024539333316329376 + ], + [ + "abstract meaning", + 0.023992693915038693 + ], + [ + "abstract", + 0.01792786813643774 + ], + [ + "graphs", + 0.016477504935271108 + ], + [ + "graph", + 0.01570705113661406 + ], + [ + "semantic parsing", + 0.015425605296906987 + ], + [ + "semantic", + 0.014890164945088814 + ], + [ + "representation", + 0.014728309473327107 + ] + ], + "45": [ + [ + "adversarial", + 0.07157764503467165 + ], + [ + "adversarial examples", + 0.035998944220523105 + ], + [ + "attacks", + 0.033406280021918235 + ], + [ + "examples", + 0.025907760227915782 + ], + [ + "adversarial attacks", + 0.02259042426080327 + ], + [ + "perturbations", + 0.01796751984042931 + ], + [ + "robustness", + 0.01740103759323324 + ], + [ + "adversarial training", + 0.016295315867369962 + ], + [ + "models", + 0.009996040600910498 + ], + [ + "defense", + 0.009588008191509394 + ] + ], + "46": [ + [ + "health", + 0.04332935269144888 + ], + [ + "mental", + 0.028677636662765665 + ], + [ + "mental health", + 0.025700336538437698 + ], + [ + "social media", + 0.02562275090951534 + ], + [ + "media", + 0.02459641123852541 + ], + [ + "social", + 0.02442835390428225 + ], + [ + "depression", + 0.021436657536364978 + ], + [ + "users", + 0.01937727194643859 + ], + [ + "tweets", + 0.016630556659404848 + ], + [ + "posts", + 0.01638169393428894 + ] + ], + "47": [ + [ + "offensive", + 0.060472425683958046 + ], + [ + "offensive language", + 0.04232981293046486 + ], + [ + "subtask", + 0.025029783481563716 + ], + [ + "hostile", + 0.020997187459217442 + ], + [ + "task", + 0.016181546840749652 + ], + [ + "offense", + 0.01600480926283017 + ], + [ + "social media", + 0.015433362304423022 + ], + [ + "identification", + 0.014804588334992359 + ], + [ + "media", + 0.014597296601305177 + ], + [ + "social", + 0.014052458673985658 + ] + ], + "48": [ + [ + "semantic parsing", + 0.0472131875345191 + ], + [ + "parsing", + 0.029322295317476668 + ], + [ + "semantic", + 0.026801544734488317 + ], + [ + "compositional generalization", + 0.01978362492832554 + ], + [ + "logical", + 0.018622488282246854 + ], + [ + "logical forms", + 0.017839941326380414 + ], + [ + "compositional", + 0.01747258560750603 + ], + [ + "parser", + 0.01650716417176037 + ], + [ + "generalization", + 0.016191631858636955 + ], + [ + "utterances", + 0.01618200968293764 + ] + ], + "49": [ + [ + "recurrent", + 0.023258050373742442 + ], + [ + "modeling", + 0.016795192147604877 + ], + [ + "memory", + 0.015137747880808784 + ], + [ + "perplexity", + 0.012616014719736739 + ], + [ + "language", + 0.01202251394039802 + ], + [ + "network", + 0.010830228333886482 + ], + [ + "neural", + 0.009279523201536194 + ], + [ + "parameters", + 0.008176838351664911 + ], + [ + "networks", + 0.00805829658018128 + ], + [ + "neural network", + 0.007940193745109781 + ] + ], + "50": [ + [ + "database", + 0.025978382978446294 + ], + [ + "queries", + 0.02083472772342782 + ], + [ + "query", + 0.019571358499410905 + ], + [ + "schema", + 0.01837394144234328 + ], + [ + "databases", + 0.016060403736508754 + ], + [ + "spider", + 0.016034277216496806 + ], + [ + "semantic parsing", + 0.015070747996922975 + ], + [ + "natural language", + 0.014744998540702691 + ], + [ + "natural", + 0.014139577006558027 + ], + [ + "table", + 0.013763772477526687 + ] + ], + "51": [ + [ + "translation", + 0.032041278874811285 + ], + [ + "machine", + 0.028000805477923447 + ], + [ + "statistical machine", + 0.025891481944123114 + ], + [ + "statistical", + 0.021405662811295405 + ], + [ + "languages", + 0.014005769278160019 + ], + [ + "quality", + 0.013056392848701763 + ], + [ + "lexical resources", + 0.012211707618060272 + ], + [ + "systems", + 0.009154026275989999 + ], + [ + "phrase", + 0.008577696420540976 + ], + [ + "lexical", + 0.00803606233715415 + ] + ], + "52": [ + [ + "style", + 0.09913077154361793 + ], + [ + "transfer", + 0.05999163981990208 + ], + [ + "content", + 0.022275106453329432 + ], + [ + "attribute", + 0.016046764390429555 + ], + [ + "preservation", + 0.014336423787273903 + ], + [ + "styles", + 0.013733548698934183 + ], + [ + "formality", + 0.013016321224826195 + ], + [ + "text", + 0.011377940116026443 + ], + [ + "parallel", + 0.010154193500380333 + ], + [ + "parallel data", + 0.009473694479349369 + ] + ], + "53": [ + [ + "poetry", + 0.06515042026037386 + ], + [ + "poems", + 0.048982461895309255 + ], + [ + "lyrics", + 0.028354875083465538 + ], + [ + "music", + 0.02734473681180035 + ], + [ + "verse", + 0.018253980778110614 + ], + [ + "song", + 0.016896480526845323 + ], + [ + "poem", + 0.016177734669040638 + ], + [ + "classical", + 0.015292795472178131 + ], + [ + "poetic", + 0.014203702859525845 + ], + [ + "rap", + 0.014044029130382208 + ] + ], + "54": [ + [ + "codemixed", + 0.02272948889004401 + ], + [ + "monolingual", + 0.015562031414029188 + ], + [ + "data", + 0.013015836155647957 + ], + [ + "language", + 0.011589812700262865 + ], + [ + "multilingual", + 0.011258021192692178 + ], + [ + "switching", + 0.009994921147749426 + ], + [ + "languages", + 0.009291162750256115 + ], + [ + "identification", + 0.008530382412383207 + ], + [ + "annotation", + 0.008398687327861242 + ], + [ + "phenomenon", + 0.008113159667497096 + ] + ], + "55": [ + [ + "sentiment", + 0.0450829043657546 + ], + [ + "polarity", + 0.034347477573859767 + ], + [ + "analysis", + 0.020600058922880037 + ], + [ + "prior polarity", + 0.017657972525206147 + ], + [ + "lexicons", + 0.014680306105866488 + ], + [ + "opinion", + 0.012935546812914173 + ], + [ + "lexicon", + 0.012801211585572117 + ], + [ + "opinions", + 0.012276355462900986 + ], + [ + "prior", + 0.010931963200775942 + ], + [ + "adjectives", + 0.009349861566243782 + ] + ], + "56": [ + [ + "sarcasm", + 0.10490766085890921 + ], + [ + "sarcastic", + 0.035619582518887444 + ], + [ + "detection", + 0.027358466839866237 + ], + [ + "irony", + 0.02430504808150917 + ], + [ + "tweets", + 0.014478066777115932 + ], + [ + "features", + 0.009937859818034977 + ], + [ + "sentiment", + 0.009738449237836502 + ], + [ + "social media", + 0.008869292171272317 + ], + [ + "social", + 0.008696918699404739 + ], + [ + "media", + 0.008388819358604188 + ] + ], + "57": [ + [ + "grammatical error", + 0.06313270607210342 + ], + [ + "correction", + 0.05379070656533806 + ], + [ + "grammatical", + 0.05026530948787845 + ], + [ + "error", + 0.04408837633993071 + ], + [ + "errors", + 0.014910026732086391 + ], + [ + "neural", + 0.008076622045781502 + ], + [ + "systems", + 0.0076669469495077025 + ], + [ + "statistical machine", + 0.007290777255356752 + ], + [ + "metric", + 0.0066730340585257515 + ], + [ + "data", + 0.0064472505457381915 + ] + ], + "58": [ + [ + "intent", + 0.0735187809072197 + ], + [ + "intent detection", + 0.03625249714015218 + ], + [ + "slot", + 0.028768843245030547 + ], + [ + "filling", + 0.025389750413327337 + ], + [ + "intent classification", + 0.02512189127887718 + ], + [ + "spoken language", + 0.016897093643598916 + ], + [ + "understanding", + 0.0157090998121855 + ], + [ + "detection", + 0.015081178343535652 + ], + [ + "spoken", + 0.014107372305351648 + ], + [ + "joint", + 0.011156566327931662 + ] + ], + "59": [ + [ + "temporal", + 0.1155363313810564 + ], + [ + "events", + 0.03447146783253616 + ], + [ + "temporal relations", + 0.029555213102114293 + ], + [ + "expressions", + 0.024794997654210445 + ], + [ + "temporal relation", + 0.021737956420391474 + ], + [ + "temporal expressions", + 0.021308995024919637 + ], + [ + "event", + 0.020610322273418757 + ], + [ + "temporal information", + 0.02038178651860343 + ], + [ + "relations", + 0.017042554376345997 + ], + [ + "time", + 0.01499558317606874 + ] + ], + "60": [ + [ + "adaptation", + 0.04327485602435127 + ], + [ + "domain", + 0.04169382443973617 + ], + [ + "translation", + 0.021464127486352142 + ], + [ + "neural machine", + 0.020626461225187756 + ], + [ + "domains", + 0.020151942862762427 + ], + [ + "machine", + 0.015853640150432564 + ], + [ + "neural", + 0.010063867703583083 + ], + [ + "data", + 0.009527832146821397 + ], + [ + "fine tuning", + 0.008213323840339508 + ], + [ + "fine", + 0.007833437841340465 + ] + ], + "61": [ + [ + "stance", + 0.10748008675837727 + ], + [ + "detection", + 0.03101737816974798 + ], + [ + "tweets", + 0.023101689209473454 + ], + [ + "veracity", + 0.020072954732182305 + ], + [ + "news", + 0.01796376427783738 + ], + [ + "fake news", + 0.01673745988812879 + ], + [ + "fake", + 0.016458984041470514 + ], + [ + "rumor", + 0.013525546163727916 + ], + [ + "media", + 0.01223088604116645 + ], + [ + "twitter", + 0.012154171362463016 + ] + ], + "62": [ + [ + "codemixed", + 0.06168647750335876 + ], + [ + "sentiment", + 0.04045496651389861 + ], + [ + "analysis", + 0.025060692589672452 + ], + [ + "social media", + 0.019944239801619246 + ], + [ + "media", + 0.01886380803672036 + ], + [ + "social", + 0.018527330129495104 + ], + [ + "task", + 0.010001427556586081 + ], + [ + "data", + 0.007937795087081667 + ], + [ + "multilingual societies", + 0.007925180183960363 + ], + [ + "contest", + 0.007786308009654145 + ] + ], + "63": [ + [ + "keyphrase", + 0.0886235637495964 + ], + [ + "keyphrases", + 0.0645341415904283 + ], + [ + "extraction", + 0.019941134045764863 + ], + [ + "document", + 0.015781742654468935 + ], + [ + "generation", + 0.013360106927444923 + ], + [ + "documents", + 0.010588627949323371 + ], + [ + "keywords", + 0.009840604618826652 + ], + [ + "methods", + 0.009037797199144415 + ], + [ + "generative", + 0.009026356779995989 + ], + [ + "unsupervised", + 0.007756794456588992 + ] + ], + "64": [ + [ + "translation", + 0.02416202307091355 + ], + [ + "vocabulary", + 0.024034972343485023 + ], + [ + "neural machine", + 0.018034810442983502 + ], + [ + "segmentation", + 0.014053894669674959 + ], + [ + "character", + 0.013554763807807246 + ], + [ + "machine", + 0.013241862877153473 + ], + [ + "units", + 0.012406007051580051 + ], + [ + "morphological", + 0.010263494748318338 + ], + [ + "neural", + 0.009592608959029122 + ], + [ + "words", + 0.009022931289794317 + ] + ], + "65": [ + [ + "calculus", + 0.08126776003459114 + ], + [ + "logic", + 0.039602094439712306 + ], + [ + "semantics", + 0.03888276763406875 + ], + [ + "proof", + 0.03154536864502003 + ], + [ + "typelogical", + 0.029781120411788462 + ], + [ + "type", + 0.027168877337083418 + ], + [ + "grammars", + 0.02558788034751929 + ], + [ + "theory", + 0.020163523543686914 + ], + [ + "types", + 0.018021361133920444 + ], + [ + "operations", + 0.016936786479372464 + ] + ], + "66": [ + [ + "simplification", + 0.1001681634426817 + ], + [ + "sentence", + 0.021350222782078713 + ], + [ + "simplified", + 0.018828591253079563 + ], + [ + "splitting", + 0.01732151688641869 + ], + [ + "lexical simplification", + 0.014002789107948152 + ], + [ + "paraphrasing", + 0.013224259628185188 + ], + [ + "text", + 0.012564327671249936 + ], + [ + "sentences", + 0.012421878058212762 + ], + [ + "simplicity", + 0.010760512916673555 + ], + [ + "lexical", + 0.010498078391307269 + ] + ], + "67": [ + [ + "annotation", + 0.03377342539049205 + ], + [ + "formats", + 0.02689985759572743 + ], + [ + "standards", + 0.02495608341348152 + ], + [ + "annotations", + 0.020593762240041637 + ], + [ + "tools", + 0.020209920896847464 + ], + [ + "linguistic", + 0.01678093350336117 + ], + [ + "international", + 0.012393315260960769 + ], + [ + "document", + 0.01173358899176325 + ], + [ + "linguistic annotation", + 0.011586038912797648 + ], + [ + "management", + 0.010768816427126135 + ] + ], + "68": [ + [ + "correction", + 0.0586672523533821 + ], + [ + "spelling", + 0.05517742039807686 + ], + [ + "errors", + 0.03030520551277892 + ], + [ + "error", + 0.02674769018401012 + ], + [ + "misspellings", + 0.0195873524774414 + ], + [ + "spell", + 0.015292320024754284 + ], + [ + "algorithm", + 0.011408176708527505 + ], + [ + "correct", + 0.010034271509545984 + ], + [ + "character", + 0.00906618974911596 + ], + [ + "text", + 0.008733515907376652 + ] + ], + "69": [ + [ + "sentiment", + 0.05589295621668193 + ], + [ + "classification", + 0.01606672032707884 + ], + [ + "analysis", + 0.014234288476165056 + ], + [ + "polarity", + 0.013634149613432229 + ], + [ + "negation", + 0.013379889954911918 + ], + [ + "food", + 0.011419193670537297 + ], + [ + "safety", + 0.008963398306540839 + ], + [ + "network", + 0.00801504515198758 + ], + [ + "sentences", + 0.007693094069742615 + ], + [ + "attention", + 0.007313556423624365 + ] + ], + "70": [ + [ + "complexity", + 0.04500115761534744 + ], + [ + "readability", + 0.03886389755518225 + ], + [ + "lexical complexity", + 0.026231618220661657 + ], + [ + "assessment", + 0.02474556830424519 + ], + [ + "texts", + 0.020116246045462312 + ], + [ + "lexical", + 0.01897327581410354 + ], + [ + "complex word", + 0.017878730837042826 + ], + [ + "levels", + 0.01704239020165614 + ], + [ + "complex", + 0.01661407595685938 + ], + [ + "reading", + 0.01353128935243294 + ] + ], + "71": [ + [ + "translation", + 0.021383631418273593 + ], + [ + "machine", + 0.01696252183409206 + ], + [ + "automatic", + 0.015175847922429571 + ], + [ + "src", + 0.014974073726999118 + ], + [ + "pe", + 0.013310287757332548 + ], + [ + "submission", + 0.012287297833468712 + ], + [ + "shared", + 0.012016604539334568 + ], + [ + "translations", + 0.011145316361970019 + ], + [ + "translators", + 0.010227953383286437 + ], + [ + "neural", + 0.008020900462971003 + ] + ], + "72": [ + [ + "gender", + 0.08529865786248034 + ], + [ + "bias", + 0.03395555871964521 + ], + [ + "translation", + 0.02165815440803088 + ], + [ + "pronouns", + 0.020877995514980298 + ], + [ + "gendered", + 0.016515511420552895 + ], + [ + "coreference", + 0.014954136223763107 + ], + [ + "grammatical gender", + 0.012164349320069465 + ], + [ + "machine", + 0.012013101709061015 + ], + [ + "biases", + 0.011656108755354432 + ], + [ + "systems", + 0.01061040758991682 + ] + ], + "73": [ + [ + "tagger", + 0.04159986925486404 + ], + [ + "tagging", + 0.04007046863713917 + ], + [ + "taggers", + 0.035465030709409935 + ], + [ + "pos", + 0.03483132441964724 + ], + [ + "tags", + 0.025501349428911968 + ], + [ + "unknown words", + 0.014407984099757099 + ], + [ + "unknown", + 0.012144694094672342 + ], + [ + "tagset", + 0.01008558886982997 + ], + [ + "words", + 0.00930308280204761 + ], + [ + "corpus", + 0.009249466584015582 + ] + ], + "74": [ + [ + "meeting", + 0.054715530180928104 + ], + [ + "summarization", + 0.049631426771848786 + ], + [ + "podcast", + 0.043959820936175766 + ], + [ + "abstractive", + 0.033293426421405314 + ], + [ + "summaries", + 0.02786867509348357 + ], + [ + "meetings", + 0.027517962491261854 + ], + [ + "transcripts", + 0.020941858691619134 + ], + [ + "utterances", + 0.019714161706265693 + ], + [ + "dialogue", + 0.01760991950978762 + ], + [ + "summary", + 0.01514501990407517 + ] + ], + "75": [ + [ + "domain", + 0.05167315908443323 + ], + [ + "adaptation", + 0.030204571279508863 + ], + [ + "domains", + 0.023778565923496194 + ], + [ + "unsupervised domain", + 0.017789784675461984 + ], + [ + "target", + 0.014981430419506279 + ], + [ + "sentiment", + 0.013502786340394835 + ], + [ + "source", + 0.012209880878329955 + ], + [ + "unsupervised", + 0.011310292011477025 + ], + [ + "learning", + 0.008170597212227699 + ], + [ + "embeddings", + 0.008148317479889552 + ] + ], + "76": [ + [ + "documentlevel", + 0.046707752730634385 + ], + [ + "context", + 0.03286087166990935 + ], + [ + "translation", + 0.024536826448426537 + ], + [ + "neural machine", + 0.021667413408822972 + ], + [ + "machine", + 0.015170857406217274 + ], + [ + "document", + 0.014487062559973842 + ], + [ + "source", + 0.01338721782958219 + ], + [ + "contexts", + 0.01136334424558246 + ], + [ + "neural", + 0.011354852515962058 + ], + [ + "sentences", + 0.009689561173721972 + ] + ], + "77": [ + [ + "classification", + 0.026059854187146462 + ], + [ + "convolutional", + 0.023976885787930613 + ], + [ + "networks", + 0.017766008456124388 + ], + [ + "text", + 0.015555639724801387 + ], + [ + "neural network", + 0.01455631095861696 + ], + [ + "convolution", + 0.0134903463971022 + ], + [ + "routing", + 0.013121377183004792 + ], + [ + "network", + 0.013111166219670135 + ], + [ + "neural", + 0.012603853520779232 + ], + [ + "filters", + 0.011715632472699243 + ] + ], + "78": [ + [ + "news", + 0.09592646066133087 + ], + [ + "fake", + 0.08213954905529339 + ], + [ + "fake news", + 0.07983473433423545 + ], + [ + "clickbait", + 0.04070018173594364 + ], + [ + "satirical", + 0.028937691839380535 + ], + [ + "detection", + 0.01903688000465579 + ], + [ + "unreliable", + 0.017310121929465672 + ], + [ + "articles", + 0.015885250835994923 + ], + [ + "media", + 0.01248951270635411 + ], + [ + "social", + 0.012266734511754338 + ] + ], + "79": [ + [ + "grammars", + 0.09346553786862365 + ], + [ + "grammar", + 0.0648756524129726 + ], + [ + "stochastic", + 0.037536633093617607 + ], + [ + "minimalist", + 0.02756825239989619 + ], + [ + "probabilistic", + 0.02691466275967521 + ], + [ + "minimalist grammars", + 0.024132356770996663 + ], + [ + "estimation", + 0.018021539168410313 + ], + [ + "algorithm", + 0.017652785784826472 + ], + [ + "parsing", + 0.015442876468729718 + ], + [ + "prefix", + 0.012745173975084716 + ] + ], + "80": [ + [ + "ontology", + 0.04799572408334365 + ], + [ + "thesaurus", + 0.025419612657645686 + ], + [ + "concepts", + 0.022123848662906054 + ], + [ + "taxonomy", + 0.02095710573772683 + ], + [ + "concept", + 0.016474453374780516 + ], + [ + "ontologies", + 0.016179009621502063 + ], + [ + "lexical", + 0.015414051407653328 + ], + [ + "lexical chains", + 0.014237777714502867 + ], + [ + "construction", + 0.013229321535447256 + ], + [ + "resources", + 0.011872608760059081 + ] + ], + "81": [ + [ + "tagging", + 0.017263071082417973 + ], + [ + "recognition", + 0.01480437453747273 + ], + [ + "sequence", + 0.014054304572096514 + ], + [ + "entity", + 0.013904934606978597 + ], + [ + "labeling", + 0.011618102543783879 + ], + [ + "bidirectional", + 0.011079337807030298 + ], + [ + "features", + 0.007733220879171431 + ], + [ + "tasks", + 0.007196914710724756 + ], + [ + "tag", + 0.006370988910253404 + ], + [ + "models", + 0.005811164317692716 + ] + ], + "82": [ + [ + "claim", + 0.06678617861911093 + ], + [ + "verification", + 0.05250030180438507 + ], + [ + "evidence", + 0.04813769777256584 + ], + [ + "claims", + 0.04489249374329656 + ], + [ + "fact", + 0.03746160335959945 + ], + [ + "factchecking", + 0.03168745209500593 + ], + [ + "checking", + 0.015608634148266236 + ], + [ + "veracity", + 0.013342085092634072 + ], + [ + "sentences", + 0.012115962518392002 + ], + [ + "political", + 0.011027595867084272 + ] + ], + "83": [ + [ + "metrics", + 0.04583254786693342 + ], + [ + "evaluation", + 0.026311535599086656 + ], + [ + "human", + 0.024203967686347583 + ], + [ + "human evaluation", + 0.019774961609119172 + ], + [ + "generation", + 0.018852011166751406 + ], + [ + "metric", + 0.01741245674757914 + ], + [ + "outputs", + 0.014805670795387952 + ], + [ + "judgments", + 0.014370080339857857 + ], + [ + "automatic metrics", + 0.014123867284947411 + ], + [ + "human judgments", + 0.013549111300979948 + ] + ], + "84": [ + [ + "responses", + 0.04270842278426887 + ], + [ + "response", + 0.04138529377742341 + ], + [ + "adversarial", + 0.02382773107222919 + ], + [ + "generation", + 0.023448280480331655 + ], + [ + "dialogue", + 0.02242137897610106 + ], + [ + "diverse", + 0.014838928043979365 + ], + [ + "generative", + 0.013979336823825508 + ], + [ + "adversarial learning", + 0.013809970342495844 + ], + [ + "diverse responses", + 0.01293618691838056 + ], + [ + "adversarial training", + 0.011253841180913722 + ] + ], + "85": [ + [ + "robustness", + 0.033299775624200424 + ], + [ + "translation", + 0.028264179808763876 + ], + [ + "neural machine", + 0.02602941856696241 + ], + [ + "machine", + 0.019684667597541734 + ], + [ + "noise", + 0.018742900080462362 + ], + [ + "perturbations", + 0.0147086398830798 + ], + [ + "clean", + 0.013585844367697626 + ], + [ + "neural", + 0.01325220261231434 + ], + [ + "adversarial", + 0.012718562551149717 + ], + [ + "noises", + 0.009288556027341835 + ] + ], + "86": [ + [ + "revision", + 0.03204484923893966 + ], + [ + "editing", + 0.024162619247412344 + ], + [ + "seq2seq", + 0.021584430080712584 + ], + [ + "revisions", + 0.019983239602374723 + ], + [ + "sentence", + 0.017857316910147355 + ], + [ + "writing", + 0.01658936931413854 + ], + [ + "edit", + 0.014464557712045209 + ], + [ + "text", + 0.013475396629614998 + ], + [ + "sequence", + 0.01174370580509717 + ], + [ + "simple sentences", + 0.010593382370876248 + ] + ], + "87": [ + [ + "phonological", + 0.06274590939746183 + ], + [ + "phonology", + 0.048319140428040516 + ], + [ + "reduplication", + 0.032091694470597926 + ], + [ + "prosody", + 0.03159116903592899 + ], + [ + "prosodic", + 0.03028483081291608 + ], + [ + "morphology", + 0.0285493750970632 + ], + [ + "vowel", + 0.02734539434170737 + ], + [ + "computational", + 0.02344946098614528 + ], + [ + "vowels", + 0.020558255898625394 + ], + [ + "articulation", + 0.01855873384751155 + ] + ], + "88": [ + [ + "geolocation", + 0.04072124325679847 + ], + [ + "location", + 0.03672239683177152 + ], + [ + "geographic", + 0.029369147513677713 + ], + [ + "names", + 0.014023290435503561 + ], + [ + "social", + 0.012335544781878701 + ], + [ + "place", + 0.012298575561591887 + ], + [ + "tweet", + 0.011850763281887285 + ], + [ + "usage", + 0.0116937116427118 + ], + [ + "media", + 0.011689796151787658 + ], + [ + "social media", + 0.011586875309196241 + ] + ], + "89": [ + [ + "event", + 0.10452093863115323 + ], + [ + "extraction", + 0.030776052428414087 + ], + [ + "argument", + 0.020408970090662275 + ], + [ + "events", + 0.019635000053777663 + ], + [ + "types", + 0.01929127165001177 + ], + [ + "trigger", + 0.015638831659835605 + ], + [ + "arguments", + 0.0152679421467974 + ], + [ + "new event", + 0.012900836929040883 + ], + [ + "triggers", + 0.011874619000704608 + ], + [ + "mentions", + 0.011520362622499695 + ] + ], + "90": [ + [ + "human", + 0.023492383734195512 + ], + [ + "translation", + 0.021826602533612096 + ], + [ + "evaluation", + 0.01804076597367968 + ], + [ + "parity", + 0.016052562334084162 + ], + [ + "quality", + 0.015571080529077207 + ], + [ + "human parity", + 0.015172021307779403 + ], + [ + "test", + 0.014511682482107886 + ], + [ + "translations", + 0.013872239468294342 + ], + [ + "metrics", + 0.013642095801289581 + ], + [ + "machine", + 0.011975713779061333 + ] + ], + "91": [ + [ + "arabic", + 0.05571516126035585 + ], + [ + "sentiment", + 0.03645260705607805 + ], + [ + "analysis", + 0.019779809663119673 + ], + [ + "reviews", + 0.017818564200739434 + ], + [ + "list", + 0.012318483601587153 + ], + [ + "social", + 0.012036768684453535 + ], + [ + "feature", + 0.011854146354336218 + ], + [ + "stopwords", + 0.011808370497683567 + ], + [ + "polarity", + 0.01148405010252217 + ], + [ + "colloquial", + 0.011438847620356333 + ] + ], + "92": [ + [ + "emoji", + 0.12382425017803256 + ], + [ + "emojis", + 0.0820620667600652 + ], + [ + "emoticons", + 0.018099726561959968 + ], + [ + "sentiment", + 0.016387582102782038 + ], + [ + "prediction", + 0.015609331262606536 + ], + [ + "message", + 0.012710868500995199 + ], + [ + "social", + 0.012670930292796916 + ], + [ + "social media", + 0.012060597661166753 + ], + [ + "tweets", + 0.011517184115592426 + ], + [ + "media", + 0.011407243462340289 + ] + ], + "93": [ + [ + "constituency", + 0.034585297874614875 + ], + [ + "latent tree", + 0.03367757858271541 + ], + [ + "parsing", + 0.032439856543251516 + ], + [ + "tree", + 0.026594819759098342 + ], + [ + "parse", + 0.019018092089382956 + ], + [ + "latent", + 0.017108163743080263 + ], + [ + "trees", + 0.016948585517223395 + ], + [ + "parsers", + 0.014611810039817694 + ], + [ + "parser", + 0.013044438708059146 + ], + [ + "syntactic", + 0.012382427363294873 + ] + ], + "94": [ + [ + "spatial", + 0.03990560773942088 + ], + [ + "instructions", + 0.03665376846489044 + ], + [ + "environment", + 0.023315234244048688 + ], + [ + "robot", + 0.022766778947821663 + ], + [ + "simulations", + 0.021856170607636713 + ], + [ + "navigation", + 0.02118877470813519 + ], + [ + "commands", + 0.02077131178603145 + ], + [ + "motion", + 0.018621728859097488 + ], + [ + "robotic", + 0.01836272154296296 + ], + [ + "objects", + 0.017887816316945537 + ] + ], + "95": [ + [ + "persona", + 0.051024188523217794 + ], + [ + "responses", + 0.03210698809665651 + ], + [ + "personality", + 0.026226241980092088 + ], + [ + "traits", + 0.024653403638549492 + ], + [ + "consistency", + 0.022397263274969628 + ], + [ + "dialogue", + 0.022073295215065323 + ], + [ + "conversations", + 0.018589663747323876 + ], + [ + "style", + 0.016394538580288186 + ], + [ + "generation", + 0.016345912753149595 + ], + [ + "response", + 0.015864278217394036 + ] + ], + "96": [ + [ + "matching", + 0.05454947697487304 + ], + [ + "response", + 0.049666896968772564 + ], + [ + "chatbots", + 0.03669393113715287 + ], + [ + "selection", + 0.0288422639128989 + ], + [ + "conversation", + 0.022450484518273868 + ], + [ + "context", + 0.015506996198557757 + ], + [ + "utterances", + 0.012409125072390201 + ], + [ + "public", + 0.009799533198565183 + ], + [ + "public data", + 0.009653298887684552 + ], + [ + "attention", + 0.00916472754388976 + ] + ], + "97": [ + [ + "entity", + 0.05650159271635525 + ], + [ + "typing", + 0.051410287430282066 + ], + [ + "type", + 0.03692844230969629 + ], + [ + "types", + 0.026244609123862166 + ], + [ + "hyperbolic", + 0.02386226131090447 + ], + [ + "mention", + 0.019218394817209185 + ], + [ + "mentions", + 0.01632578860651857 + ], + [ + "hierarchical", + 0.01568540426116112 + ], + [ + "hyperbolic space", + 0.011225908161059688 + ], + [ + "distant supervision", + 0.011115352845003512 + ] + ], + "98": [ + [ + "math", + 0.06890678328374665 + ], + [ + "problems", + 0.041484765230510506 + ], + [ + "mathematical", + 0.03826590876231208 + ], + [ + "arithmetic", + 0.02717379884543345 + ], + [ + "arithmetic word", + 0.026228119653799776 + ], + [ + "equation", + 0.025522454052500063 + ], + [ + "solvers", + 0.024455250800298818 + ], + [ + "problem", + 0.023498404000358814 + ], + [ + "equations", + 0.02237091085246903 + ], + [ + "solver", + 0.02124827151468557 + ] + ], + "99": [ + [ + "multilingual", + 0.03264462812388209 + ], + [ + "multilingual models", + 0.017038770337543776 + ], + [ + "monolingual", + 0.014439957990284639 + ], + [ + "languages", + 0.014298641107854062 + ], + [ + "tasks", + 0.01291503432392444 + ], + [ + "models", + 0.012528082836100535 + ], + [ + "tagging", + 0.011028018070304317 + ], + [ + "subword", + 0.01054108897056078 + ], + [ + "language", + 0.008808160340590204 + ], + [ + "model", + 0.00803205890128444 + ] + ], + "100": [ + [ + "financial", + 0.07910491278051383 + ], + [ + "stock", + 0.05292169174139152 + ], + [ + "market", + 0.03516229219023503 + ], + [ + "news", + 0.0316877997033224 + ], + [ + "price", + 0.030466713477460914 + ], + [ + "analysts", + 0.018635156512500826 + ], + [ + "headlines", + 0.01862828536998573 + ], + [ + "movement", + 0.01686502355019482 + ], + [ + "sentiment", + 0.014189324041381677 + ], + [ + "earnings", + 0.012840808357413245 + ] + ], + "101": [ + [ + "video", + 0.05995278194114789 + ], + [ + "multimodal", + 0.04545224658212093 + ], + [ + "dialog", + 0.030714189565455866 + ], + [ + "visual", + 0.02982102448673149 + ], + [ + "videos", + 0.023776434131681238 + ], + [ + "audio", + 0.021793378854725355 + ], + [ + "modalities", + 0.01949365914030397 + ], + [ + "live", + 0.019287753299460742 + ], + [ + "dialogue", + 0.01863693307887679 + ], + [ + "comments", + 0.016852104234790496 + ] + ], + "102": [ + [ + "sense", + 0.06330127238218197 + ], + [ + "senses", + 0.041276798534312764 + ], + [ + "word", + 0.03327104884032262 + ], + [ + "sense embeddings", + 0.025533774409526058 + ], + [ + "embeddings", + 0.02384991083422935 + ], + [ + "polysemous", + 0.018126452885740062 + ], + [ + "polysemous word", + 0.014439302862526052 + ], + [ + "vector", + 0.01389429670711112 + ], + [ + "induction", + 0.013193269418960494 + ], + [ + "representations", + 0.008830481420562896 + ] + ], + "103": [ + [ + "game", + 0.052223879281807675 + ], + [ + "games", + 0.04674201617267761 + ], + [ + "agents", + 0.035653142501068845 + ], + [ + "communication", + 0.027384270341535344 + ], + [ + "pragmatic", + 0.026451567495625525 + ], + [ + "symbol", + 0.025036080573241803 + ], + [ + "emergence", + 0.024536461111495145 + ], + [ + "agent", + 0.02163654818462895 + ], + [ + "emergent", + 0.020119154934238947 + ], + [ + "listener", + 0.01798280186920285 + ] + ], + "104": [ + [ + "graph", + 0.0540553397639503 + ], + [ + "graphs", + 0.025553814508348545 + ], + [ + "generation", + 0.02440504259860876 + ], + [ + "node", + 0.02018895696153464 + ], + [ + "encoding", + 0.01521157687041652 + ], + [ + "nodes", + 0.013233569814891976 + ], + [ + "structure", + 0.01274674003406086 + ], + [ + "input", + 0.012514626107775146 + ], + [ + "encoders", + 0.011251673493827045 + ], + [ + "local", + 0.010985577139439937 + ] + ], + "105": [ + [ + "translation", + 0.02730335394939995 + ], + [ + "neural machine", + 0.027006489737766072 + ], + [ + "search", + 0.022121422245027722 + ], + [ + "toolkit", + 0.02203984087663756 + ], + [ + "machine", + 0.021573726759724257 + ], + [ + "minimum", + 0.019474169854966646 + ], + [ + "minimum risk", + 0.018993979623961606 + ], + [ + "risk", + 0.018844852118124325 + ], + [ + "neural", + 0.015490947200366067 + ], + [ + "decoder", + 0.014002544317183402 + ] + ], + "106": [ + [ + "normalization", + 0.07962181278049128 + ], + [ + "normalizing", + 0.024149758435132236 + ], + [ + "text", + 0.020726396531993322 + ], + [ + "historical", + 0.019345091880601566 + ], + [ + "spelling", + 0.013577470386969801 + ], + [ + "historical text", + 0.012902055522619712 + ], + [ + "dates", + 0.009310625226051876 + ], + [ + "data", + 0.00869229953938011 + ], + [ + "neural", + 0.008031637946857175 + ], + [ + "errors", + 0.007817431658418873 + ] + ], + "107": [ + [ + "privacy", + 0.10703102082957865 + ], + [ + "policies", + 0.026814774844809295 + ], + [ + "anonymization", + 0.019880850964025774 + ], + [ + "vague", + 0.016262108075773853 + ], + [ + "medical", + 0.015642156795775766 + ], + [ + "risk", + 0.0153414802813992 + ], + [ + "federated", + 0.014699719111532271 + ], + [ + "leakage", + 0.014499001778419488 + ], + [ + "vagueness", + 0.01423036110461291 + ], + [ + "voice", + 0.014163400351432473 + ] + ], + "108": [ + [ + "beam", + 0.06664790549727444 + ], + [ + "search", + 0.03912142512693557 + ], + [ + "decoding", + 0.035526037242157575 + ], + [ + "constraints", + 0.03301340341873185 + ], + [ + "neural machine", + 0.023702530275726434 + ], + [ + "translation", + 0.02282732630954096 + ], + [ + "hypotheses", + 0.019324972999897425 + ], + [ + "lexical constraints", + 0.019066768219929784 + ], + [ + "machine", + 0.015838783071198 + ], + [ + "neural", + 0.01473430253063859 + ] + ], + "109": [ + [ + "hypernymy", + 0.06071772573219479 + ], + [ + "distributional", + 0.04272666352337132 + ], + [ + "hypernyms", + 0.021695564330000965 + ], + [ + "term", + 0.018260880763957002 + ], + [ + "distributional methods", + 0.01646246778050303 + ], + [ + "relations", + 0.015571897975450185 + ], + [ + "terms", + 0.014698724120805697 + ], + [ + "relation", + 0.013871931105540239 + ], + [ + "methods", + 0.013634524497318582 + ], + [ + "semantic", + 0.01352920538233584 + ] + ], + "110": [ + [ + "political", + 0.0627311488426292 + ], + [ + "bias", + 0.0546463557048518 + ], + [ + "articles", + 0.04950487780719091 + ], + [ + "news", + 0.040777849063241306 + ], + [ + "ideology", + 0.03566155631238776 + ], + [ + "informational", + 0.031232145658396465 + ], + [ + "media", + 0.022241361113899637 + ], + [ + "tweets", + 0.014546214576435996 + ], + [ + "long text", + 0.013422037747953862 + ], + [ + "content", + 0.013188260996595137 + ] + ], + "111": [ + [ + "generative", + 0.033269031166248283 + ], + [ + "adversarial", + 0.031227337142899825 + ], + [ + "adversarial networks", + 0.030906528257247518 + ], + [ + "generation", + 0.0255047651382 + ], + [ + "discriminator", + 0.020622500706558605 + ], + [ + "generator", + 0.018155121678644266 + ], + [ + "text", + 0.017906777248914384 + ], + [ + "style", + 0.013608113653000985 + ], + [ + "sentences", + 0.01332563698814465 + ], + [ + "networks", + 0.012721151602858473 + ] + ], + "112": [ + [ + "tagger", + 0.03918322469348136 + ], + [ + "tagging", + 0.03838237722097697 + ], + [ + "codemixed", + 0.035862740903095346 + ], + [ + "social media", + 0.023349212072751497 + ], + [ + "media", + 0.022084324031909092 + ], + [ + "tag", + 0.021191488806687194 + ], + [ + "social", + 0.019624648587237264 + ], + [ + "contest", + 0.015745165781295086 + ], + [ + "trigram", + 0.013570986843783873 + ], + [ + "text", + 0.011232607855387756 + ] + ], + "113": [ + [ + "humor", + 0.14671786006589874 + ], + [ + "humorous", + 0.04813198919702183 + ], + [ + "headlines", + 0.02588115324519217 + ], + [ + "funny", + 0.025567613849764054 + ], + [ + "puns", + 0.016416042408495476 + ], + [ + "edited", + 0.015520574066070448 + ], + [ + "entertaining", + 0.014834726772512973 + ], + [ + "edited headlines", + 0.012066323431034965 + ], + [ + "personalized", + 0.01196597888188626 + ], + [ + "recognition", + 0.011237240291547757 + ] + ], + "114": [ + [ + "metaphor", + 0.09801350321530927 + ], + [ + "metaphors", + 0.07202453213836184 + ], + [ + "metaphoric", + 0.03353423664051441 + ], + [ + "metaphorical", + 0.029841529410466194 + ], + [ + "literal", + 0.02236137568494415 + ], + [ + "linguistic", + 0.015751680118845285 + ], + [ + "aptness", + 0.015359001602825285 + ], + [ + "paraphrase", + 0.014785874352542841 + ], + [ + "axis", + 0.01394766271871271 + ], + [ + "verbs", + 0.0138322462310016 + ] + ], + "115": [ + [ + "speech", + 0.037692230315251124 + ], + [ + "recognition", + 0.02279067998523863 + ], + [ + "mixed", + 0.018882912656829662 + ], + [ + "monolingual", + 0.016057880454182077 + ], + [ + "automatic speech", + 0.01375958513081395 + ], + [ + "language", + 0.013211953618815064 + ], + [ + "automatic", + 0.011613362788853283 + ], + [ + "modeling", + 0.011480911817932132 + ], + [ + "data", + 0.010806194824964652 + ], + [ + "switching", + 0.008250709418044134 + ] + ], + "116": [ + [ + "event", + 0.11119933426801328 + ], + [ + "coreference", + 0.09807984006377451 + ], + [ + "resolution", + 0.049312457224886724 + ], + [ + "events", + 0.01652802255877239 + ], + [ + "mentions", + 0.012391145896311573 + ], + [ + "arguments", + 0.009853194984049617 + ], + [ + "temporal information", + 0.009365262680300945 + ], + [ + "chains", + 0.008651352754196304 + ], + [ + "approach", + 0.00835489683123388 + ], + [ + "pairwise", + 0.00782538059463352 + ] + ], + "117": [ + [ + "reviews", + 0.06072348439516273 + ], + [ + "review", + 0.04266116667178675 + ], + [ + "helpfulness", + 0.03192355254948515 + ], + [ + "opinion", + 0.024438872616166046 + ], + [ + "online reviews", + 0.02184341897034538 + ], + [ + "rating", + 0.021632364526843226 + ], + [ + "customers", + 0.020603356243914094 + ], + [ + "product", + 0.02018562104422874 + ], + [ + "online", + 0.018851111995085174 + ], + [ + "suggestion", + 0.017554714207607142 + ] + ], + "118": [ + [ + "tweets", + 0.03129405386809611 + ], + [ + "twitter", + 0.025444837420299796 + ], + [ + "informative", + 0.019626113994346935 + ], + [ + "churn", + 0.019497755099138116 + ], + [ + "ensemble", + 0.018203335437655652 + ], + [ + "social", + 0.017292732168098245 + ], + [ + "social media", + 0.014523332517519619 + ], + [ + "ensemble model", + 0.014186719413897176 + ], + [ + "media", + 0.013736565514104269 + ], + [ + "task", + 0.012861978874014954 + ] + ], + "119": [ + [ + "anaphora", + 0.0814246801574128 + ], + [ + "resolution", + 0.05866127025503762 + ], + [ + "pronouns", + 0.04437592606923929 + ], + [ + "pronoun", + 0.04361648844328236 + ], + [ + "noun", + 0.03491933218238268 + ], + [ + "antecedents", + 0.033431922927944537 + ], + [ + "anaphors", + 0.027051114621105016 + ], + [ + "referents", + 0.024483972218640064 + ], + [ + "cases", + 0.01505787367176082 + ], + [ + "examples", + 0.01428153465205353 + ] + ], + "120": [ + [ + "bilingual", + 0.034320716691870895 + ], + [ + "dictionary", + 0.03426512548765261 + ], + [ + "comparability", + 0.033702822679501435 + ], + [ + "termhood", + 0.029351131684052328 + ], + [ + "retrieval", + 0.026105823273446137 + ], + [ + "comparable", + 0.025067964133331705 + ], + [ + "dictionaries", + 0.02502624743243601 + ], + [ + "terminology", + 0.02318855288687561 + ], + [ + "translations", + 0.022892250682039917 + ], + [ + "query", + 0.02042251620997021 + ] + ], + "121": [ + [ + "discourse", + 0.03120754160788801 + ], + [ + "translation", + 0.029932326781707996 + ], + [ + "pronouns", + 0.02140013893266121 + ], + [ + "pronoun", + 0.015290029291324178 + ], + [ + "phenomena", + 0.014860062247092683 + ], + [ + "machine", + 0.014323443108672973 + ], + [ + "context", + 0.012401428411481001 + ], + [ + "metrics", + 0.011368918992576367 + ], + [ + "evaluation", + 0.00990654610838804 + ], + [ + "improvements", + 0.009264738494328276 + ] + ], + "122": [ + [ + "color", + 0.12512412922151966 + ], + [ + "colour", + 0.05012677652881035 + ], + [ + "naming", + 0.0394751112799072 + ], + [ + "colors", + 0.03470315298148409 + ], + [ + "principle", + 0.022738897613811516 + ], + [ + "mutual exclusivity", + 0.021786774369449962 + ], + [ + "exclusivity", + 0.021786774369449962 + ], + [ + "associations", + 0.02129920953708749 + ], + [ + "communicative need", + 0.020274927367323052 + ], + [ + "modifier", + 0.01907548196310828 + ] + ], + "123": [ + [ + "autoregressive", + 0.05100262561339904 + ], + [ + "decoding", + 0.030448887700001964 + ], + [ + "translation", + 0.028620499277682815 + ], + [ + "inference", + 0.024894737194133158 + ], + [ + "autoregressive models", + 0.019485037964399283 + ], + [ + "speed", + 0.017969550608787407 + ], + [ + "tokens", + 0.017946443994303184 + ], + [ + "speedup", + 0.01679736939334667 + ], + [ + "machine", + 0.01672330425579508 + ], + [ + "neural machine", + 0.016330230463112324 + ] + ], + "124": [ + [ + "spoken dialogue", + 0.024005074392622703 + ], + [ + "generation", + 0.022048734769591932 + ], + [ + "realization", + 0.020076240004253124 + ], + [ + "natural", + 0.01991347471745737 + ], + [ + "natural language", + 0.019718460078705174 + ], + [ + "planning", + 0.01903601198263881 + ], + [ + "dialogue", + 0.01859776560771669 + ], + [ + "generator", + 0.01651075560761038 + ], + [ + "surface", + 0.015412059636664113 + ], + [ + "spoken", + 0.013606998105376689 + ] + ], + "125": [ + [ + "crowdsourcing", + 0.03190950586102724 + ], + [ + "workers", + 0.020014174381107495 + ], + [ + "examples", + 0.015569481270218172 + ], + [ + "protocols", + 0.015140043352105281 + ], + [ + "annotators", + 0.014000256675371593 + ], + [ + "collection", + 0.01383770097077256 + ], + [ + "frame", + 0.012976194450658493 + ], + [ + "data", + 0.012750323026350987 + ], + [ + "crowd", + 0.01241352614690493 + ], + [ + "ambiguity", + 0.011354170144326181 + ] + ], + "126": [ + [ + "revolution", + 0.03401248109771855 + ], + [ + "technology", + 0.028413329081737156 + ], + [ + "technologies", + 0.024444107290279377 + ], + [ + "digital", + 0.02314918689032395 + ], + [ + "languages", + 0.021376914681137792 + ], + [ + "language", + 0.020824564467715943 + ], + [ + "programme", + 0.020004777089526506 + ], + [ + "resources", + 0.019538869062336414 + ], + [ + "research", + 0.01883458894671803 + ], + [ + "people", + 0.018331046856634503 + ] + ], + "127": [ + [ + "grading", + 0.03675605042999956 + ], + [ + "scoring", + 0.03587078038657123 + ], + [ + "essay", + 0.03190667348300464 + ], + [ + "short answer", + 0.029621688304282447 + ], + [ + "student", + 0.026010696829412108 + ], + [ + "essays", + 0.023486516736834932 + ], + [ + "answers", + 0.022645351272970914 + ], + [ + "answer", + 0.021373173990822614 + ], + [ + "short", + 0.018697123046113602 + ], + [ + "nonnative", + 0.0154794451798756 + ] + ], + "128": [ + [ + "treebanks", + 0.05578070496510549 + ], + [ + "treebank", + 0.050710173657397786 + ], + [ + "parsing", + 0.032001412583040456 + ], + [ + "crosslingual", + 0.029539740436907727 + ], + [ + "dependency", + 0.027392545913178162 + ], + [ + "languages", + 0.02583118549528752 + ], + [ + "parser", + 0.02384389787027038 + ], + [ + "target", + 0.020959869162384726 + ], + [ + "source", + 0.017739326569274662 + ], + [ + "parsers", + 0.017577646954285767 + ] + ], + "129": [ + [ + "reviews", + 0.052845151531130494 + ], + [ + "summarization", + 0.03002644157097633 + ], + [ + "review", + 0.0282070377215671 + ], + [ + "product", + 0.028179940195368174 + ], + [ + "summaries", + 0.02762003073328601 + ], + [ + "opinion", + 0.02351874336755641 + ], + [ + "summary", + 0.019212666898179246 + ], + [ + "opinions", + 0.016722901041984026 + ], + [ + "sentiment", + 0.016251649252374316 + ], + [ + "abstractive", + 0.015065665339939752 + ] + ], + "130": [ + [ + "gaze", + 0.08723392020261164 + ], + [ + "reading", + 0.04904136613681561 + ], + [ + "eye", + 0.03296037563798201 + ], + [ + "behaviour", + 0.031538115724816074 + ], + [ + "human reading", + 0.030213677668150172 + ], + [ + "human", + 0.021195592461099637 + ], + [ + "behavior", + 0.020425272991355145 + ], + [ + "essay", + 0.0169242809044636 + ], + [ + "comprehension", + 0.014810042782492441 + ], + [ + "proficiency", + 0.014791808367747794 + ] + ], + "131": [ + [ + "natural", + 0.018181929477061508 + ], + [ + "natural language", + 0.017241355099923576 + ], + [ + "language", + 0.014305833728868969 + ], + [ + "lexical resources", + 0.012804177900402464 + ], + [ + "systems", + 0.012551424724453142 + ], + [ + "processing", + 0.0118559349677427 + ], + [ + "challenges", + 0.011848416223543948 + ], + [ + "knowledge", + 0.010878972369039222 + ], + [ + "skills", + 0.010395166300376204 + ], + [ + "article", + 0.01002674498161345 + ] + ], + "132": [ + [ + "news", + 0.03552330960358002 + ], + [ + "submission", + 0.033738520500403504 + ], + [ + "translation", + 0.03019642779912273 + ], + [ + "directions", + 0.021525509480422502 + ], + [ + "monolingual data", + 0.02000711823710108 + ], + [ + "task", + 0.019116881091371076 + ], + [ + "submissions", + 0.018601780260277322 + ], + [ + "filtering", + 0.014682520077062633 + ], + [ + "transformer", + 0.014116660718341938 + ], + [ + "data", + 0.013620256543685426 + ] + ], + "133": [ + [ + "meaning", + 0.026944766904944326 + ], + [ + "semantics", + 0.016896195019613463 + ], + [ + "formal", + 0.01602941149137133 + ], + [ + "theory", + 0.015576706737565768 + ], + [ + "modelling", + 0.015202682527119742 + ], + [ + "diagrams", + 0.014992028209469143 + ], + [ + "icons", + 0.014992028209469143 + ], + [ + "logic", + 0.014163598944369823 + ], + [ + "constraints", + 0.014142559250270812 + ], + [ + "representation", + 0.013687735391648156 + ] + ], + "134": [ + [ + "sign", + 0.14495302206063992 + ], + [ + "deaf", + 0.03273073749770837 + ], + [ + "tokenization", + 0.02770057848221606 + ], + [ + "glyphs", + 0.02017218108190748 + ], + [ + "language", + 0.019832227016325484 + ], + [ + "gloss", + 0.018702571493624018 + ], + [ + "signs", + 0.01749364167952069 + ], + [ + "logic", + 0.01707928542162085 + ], + [ + "hearing", + 0.016365368748854185 + ], + [ + "facial", + 0.01539720911116642 + ] + ], + "135": [ + [ + "labels", + 0.032185037555670495 + ], + [ + "sequence", + 0.02600297700288557 + ], + [ + "tagging", + 0.020650712663389713 + ], + [ + "tasks", + 0.018493860205950292 + ], + [ + "auxiliary", + 0.017954065168305167 + ], + [ + "label", + 0.017927498174562188 + ], + [ + "auxiliary task", + 0.016901763529107147 + ], + [ + "correlations", + 0.015578260479864726 + ], + [ + "labeling", + 0.013434729717211508 + ], + [ + "semantic tagging", + 0.012790762231510672 + ] + ], + "136": [ + [ + "phylogenetic", + 0.11863343436811884 + ], + [ + "cognate", + 0.08213083917792843 + ], + [ + "historical linguistics", + 0.041581163588347736 + ], + [ + "tree", + 0.03364126643425315 + ], + [ + "linguistics", + 0.031973732866095665 + ], + [ + "historical", + 0.02960674613203633 + ], + [ + "priors", + 0.027093033315263144 + ], + [ + "family", + 0.026431277718393605 + ], + [ + "cognates", + 0.025035995159216548 + ], + [ + "reconstruction", + 0.02418523881281226 + ] + ], + "137": [ + [ + "syntax", + 0.026756663527700324 + ], + [ + "translation", + 0.025932078119055367 + ], + [ + "neural machine", + 0.024586293522397818 + ], + [ + "trees", + 0.019808485540219148 + ], + [ + "syntactic", + 0.01768052241909392 + ], + [ + "machine", + 0.016726705375228842 + ], + [ + "encoder", + 0.0152054233296073 + ], + [ + "neural", + 0.013943965612211433 + ], + [ + "latent", + 0.012817301894517503 + ], + [ + "syntactic information", + 0.012064787147182442 + ] + ], + "138": [ + [ + "explanations", + 0.09410177352660769 + ], + [ + "explanation", + 0.02872460125375803 + ], + [ + "explainers", + 0.02633849168326794 + ], + [ + "faithful", + 0.022978388466422903 + ], + [ + "rationales", + 0.01985647890175029 + ], + [ + "explainability", + 0.011162494598737114 + ], + [ + "human explanations", + 0.011028612547437358 + ], + [ + "trustworthiness", + 0.010711648559810293 + ], + [ + "alignment", + 0.009957341633945991 + ], + [ + "sufficient", + 0.009880276089360596 + ] + ], + "139": [ + [ + "slot", + 0.05881760393717598 + ], + [ + "filling", + 0.03371872085337683 + ], + [ + "slots", + 0.029809005875266383 + ], + [ + "domain", + 0.020838531439333726 + ], + [ + "domains", + 0.01898993893140355 + ], + [ + "schemas", + 0.014624369246262934 + ], + [ + "intent", + 0.013679203509100074 + ], + [ + "unseen", + 0.01359948323428989 + ], + [ + "understanding", + 0.011755275830599713 + ], + [ + "values", + 0.009581552895000128 + ] + ], + "140": [ + [ + "personality", + 0.10302887165704931 + ], + [ + "traits", + 0.05017754007988003 + ], + [ + "profiling", + 0.029142361728351177 + ], + [ + "author", + 0.024932825103459615 + ], + [ + "gender", + 0.01981858266078454 + ], + [ + "authors", + 0.015711318711411192 + ], + [ + "online", + 0.015541415811157196 + ], + [ + "media", + 0.014467789533866474 + ], + [ + "social media", + 0.013596833484927535 + ], + [ + "trait", + 0.013012957184806584 + ] + ], + "141": [ + [ + "preposition", + 0.08803592090991565 + ], + [ + "prepositions", + 0.08632535656208203 + ], + [ + "supersenses", + 0.05119143649241141 + ], + [ + "prepositional", + 0.049744677438526196 + ], + [ + "supersense", + 0.04419758024115948 + ], + [ + "adpositions", + 0.03434580707447541 + ], + [ + "inventory", + 0.03398701763145241 + ], + [ + "adposition", + 0.03314818518086961 + ], + [ + "attachment", + 0.03039107821478164 + ], + [ + "disambiguation", + 0.025741812559976353 + ] + ], + "142": [ + [ + "scientific", + 0.046852826513144576 + ], + [ + "application", + 0.02228591940186942 + ], + [ + "areas", + 0.021380640829718262 + ], + [ + "literature", + 0.020714969831579375 + ], + [ + "research", + 0.01926861828569637 + ], + [ + "scientific literature", + 0.01735200743588663 + ], + [ + "techniques", + 0.0165217179372781 + ], + [ + "science", + 0.016489427879957344 + ], + [ + "papers", + 0.015866953394424985 + ], + [ + "articles", + 0.012037542066981719 + ] + ], + "143": [ + [ + "similarity", + 0.030977752907803628 + ], + [ + "semantic similarity", + 0.025501264243738803 + ], + [ + "word", + 0.01682411544414284 + ], + [ + "relatedness", + 0.01431239201479429 + ], + [ + "semantic", + 0.014229767561278646 + ], + [ + "models", + 0.01361601208757881 + ], + [ + "corpora", + 0.013498452661912314 + ], + [ + "evaluation", + 0.013065927342479937 + ], + [ + "datasets", + 0.012328621383011284 + ], + [ + "distributional", + 0.011702894032158562 + ] + ], + "144": [ + [ + "code", + 0.091655163108855 + ], + [ + "documentation", + 0.030653020656162093 + ], + [ + "programming", + 0.025398550316386475 + ], + [ + "source", + 0.02156880725330482 + ], + [ + "repositories", + 0.017728514000675447 + ], + [ + "programmatic", + 0.015186266401499605 + ], + [ + "class", + 0.015158407220693426 + ], + [ + "descriptions", + 0.014997497738568647 + ], + [ + "projects", + 0.014593766248275545 + ], + [ + "identifiers", + 0.014592730933154326 + ] + ], + "145": [ + [ + "semantic web", + 0.04835247686683275 + ], + [ + "translation", + 0.039340879790578195 + ], + [ + "technologies", + 0.026794807666472582 + ], + [ + "machine", + 0.026416700996478006 + ], + [ + "web", + 0.02525506957863779 + ], + [ + "translations", + 0.0201104524180459 + ], + [ + "obstacles", + 0.017712383795981754 + ], + [ + "communication", + 0.016659470966290075 + ], + [ + "news", + 0.01571223309389116 + ], + [ + "instant", + 0.015499443015989206 + ] + ], + "146": [ + [ + "knowledge", + 0.04014280509000031 + ], + [ + "response", + 0.03203622191146466 + ], + [ + "dialogue", + 0.02718848573065997 + ], + [ + "generation", + 0.025573248448495695 + ], + [ + "responses", + 0.019259272623820795 + ], + [ + "dialogues", + 0.01695543164108753 + ], + [ + "conversation", + 0.01415615239769105 + ], + [ + "selection", + 0.014057664253675998 + ], + [ + "informative", + 0.01205226762788241 + ], + [ + "nongoal", + 0.010072797171436217 + ] + ], + "147": [ + [ + "sentence", + 0.03339978808762729 + ], + [ + "transfer", + 0.022003445247372647 + ], + [ + "tasks", + 0.020788716270416646 + ], + [ + "embeddings", + 0.01679259980916649 + ], + [ + "classification", + 0.015763980455003896 + ], + [ + "representations", + 0.012516802458274256 + ], + [ + "learning", + 0.012123731071884724 + ], + [ + "multiple tasks", + 0.010260254632636082 + ], + [ + "multiple", + 0.008891566482039237 + ], + [ + "downstream", + 0.008153964170182512 + ] + ], + "148": [ + [ + "distributional", + 0.07251392557293343 + ], + [ + "distributional semantics", + 0.049312726568056985 + ], + [ + "semantics", + 0.04202788438648106 + ], + [ + "composition", + 0.028957233891588084 + ], + [ + "formal semantics", + 0.02759448810305087 + ], + [ + "semantic composition", + 0.025363530664161325 + ], + [ + "semantic models", + 0.02232915336654322 + ], + [ + "semantic", + 0.01959356383744337 + ], + [ + "formal", + 0.018886657366366383 + ], + [ + "inference", + 0.01732641766285178 + ] + ], + "149": [ + [ + "compositionality", + 0.04710965638181345 + ], + [ + "distributional", + 0.026164190783498287 + ], + [ + "phrase", + 0.019736060085252062 + ], + [ + "sememe", + 0.018701130232399287 + ], + [ + "compositional", + 0.018213992809295122 + ], + [ + "embeddings", + 0.017585412195990188 + ], + [ + "representations", + 0.01655715266355543 + ], + [ + "noun", + 0.014984786951631131 + ], + [ + "composition", + 0.014466788010380812 + ], + [ + "meaning", + 0.01427478276103852 + ] + ], + "150": [ + [ + "annotation", + 0.06308892297700797 + ], + [ + "treebank", + 0.05812682787438945 + ], + [ + "treebanks", + 0.04262596901001123 + ], + [ + "annotations", + 0.030309104545793053 + ], + [ + "guidelines", + 0.02874888658666315 + ], + [ + "anchoring", + 0.0273706885239507 + ], + [ + "dependency", + 0.02637504501875516 + ], + [ + "universal", + 0.026182805696818287 + ], + [ + "syntactic", + 0.02492671652218837 + ], + [ + "tool", + 0.021645542357865415 + ] + ], + "151": [ + [ + "acronym", + 0.11086260799394815 + ], + [ + "abbreviation", + 0.06399403587248233 + ], + [ + "acronyms", + 0.06174537552616504 + ], + [ + "abbreviations", + 0.04072607867721129 + ], + [ + "disambiguation", + 0.03908654218521455 + ], + [ + "expansions", + 0.03258714201572115 + ], + [ + "scientific", + 0.02468468168133688 + ], + [ + "identification", + 0.020760885595452343 + ], + [ + "scientific document", + 0.018195365206002435 + ], + [ + "general", + 0.014537872486888957 + ] + ], + "152": [ + [ + "propaganda", + 0.14936756615385205 + ], + [ + "news", + 0.03269348980522186 + ], + [ + "lab", + 0.026289156680939212 + ], + [ + "subtask", + 0.025518452048607053 + ], + [ + "technique", + 0.024553380491264876 + ], + [ + "detection", + 0.02174395765594589 + ], + [ + "teams", + 0.020984755790862814 + ], + [ + "articles", + 0.02097918650790705 + ], + [ + "task", + 0.02085407965090824 + ], + [ + "techniques", + 0.019964025220034744 + ] + ], + "153": [ + [ + "open", + 0.08382700336844572 + ], + [ + "tuples", + 0.03326856054343298 + ], + [ + "extraction", + 0.03180788160887651 + ], + [ + "information", + 0.02167122046086069 + ], + [ + "extractions", + 0.020396602945172523 + ], + [ + "labels", + 0.016061741297066726 + ], + [ + "systems", + 0.013844777540296881 + ], + [ + "assertions", + 0.013548140345186583 + ], + [ + "raw input", + 0.010884245482767771 + ], + [ + "iterative", + 0.009285249287972936 + ] + ], + "154": [ + [ + "intertextuality", + 0.024903967636684562 + ], + [ + "restoration", + 0.020757598747299197 + ], + [ + "homographs", + 0.018781414777392185 + ], + [ + "diacritic restoration", + 0.018556083587126085 + ], + [ + "digital", + 0.018347511526416022 + ], + [ + "disambiguation", + 0.018256913432248206 + ], + [ + "diacritic", + 0.018153298691318834 + ], + [ + "morphological", + 0.017578793790368193 + ], + [ + "versions", + 0.01614486297028475 + ], + [ + "texts", + 0.015460326418107245 + ] + ], + "155": [ + [ + "typological", + 0.11806197284655658 + ], + [ + "typology", + 0.05716505860092361 + ], + [ + "typological features", + 0.04401833705225807 + ], + [ + "languages", + 0.031040659028396787 + ], + [ + "linguistic typology", + 0.029683825839492157 + ], + [ + "features", + 0.02609871946744291 + ], + [ + "linguistic", + 0.021135029441758917 + ], + [ + "native language", + 0.018752298560127036 + ], + [ + "language", + 0.017787418170191537 + ], + [ + "native", + 0.01708042858757767 + ] + ], + "156": [ + [ + "label", + 0.047675110650384836 + ], + [ + "labels", + 0.02710368826001033 + ], + [ + "classification", + 0.026690461952908386 + ], + [ + "dataless", + 0.023541246900868812 + ], + [ + "large label", + 0.014659123123320992 + ], + [ + "text", + 0.01414289987571742 + ], + [ + "descriptions", + 0.012667293597324507 + ], + [ + "unseen", + 0.012290204523974323 + ], + [ + "set", + 0.011617339642968974 + ], + [ + "predictions", + 0.011502365000650213 + ] + ], + "157": [ + [ + "variational", + 0.07704750455329566 + ], + [ + "latent", + 0.041218229833448375 + ], + [ + "variational autoencoders", + 0.032417776553815794 + ], + [ + "variational autoencoder", + 0.027202766032710705 + ], + [ + "autoencoders", + 0.026403248648132167 + ], + [ + "latent space", + 0.023861466176040704 + ], + [ + "autoencoder", + 0.021855764882009198 + ], + [ + "bypassing", + 0.015384769215101998 + ], + [ + "space", + 0.015277625519672796 + ], + [ + "generation", + 0.012767417499584972 + ] + ], + "158": [ + [ + "crisis", + 0.04193028150034197 + ], + [ + "messages", + 0.02942010092178526 + ], + [ + "disasters", + 0.022585447092474162 + ], + [ + "disaster", + 0.022585447092474162 + ], + [ + "emergency", + 0.018595397323539486 + ], + [ + "social", + 0.017829502252677962 + ], + [ + "tweets", + 0.01780884010572701 + ], + [ + "needs", + 0.01746545691114937 + ], + [ + "situation", + 0.01630747479715874 + ], + [ + "management", + 0.01601502917564376 + ] + ], + "159": [ + [ + "adversarial", + 0.060563725630470334 + ], + [ + "robustness", + 0.029119761646087365 + ], + [ + "comprehension", + 0.025667174286495027 + ], + [ + "adversarial training", + 0.020976455325772955 + ], + [ + "adversarial evaluation", + 0.02060450174355287 + ], + [ + "attacks", + 0.01918265253752368 + ], + [ + "examples", + 0.018064722639352476 + ], + [ + "perturbations", + 0.01804064472551137 + ], + [ + "adversarial examples", + 0.017377622149892216 + ], + [ + "adversarial attacks", + 0.01629480144785255 + ] + ], + "160": [ + [ + "tree", + 0.03886389660796238 + ], + [ + "trees", + 0.030959416211461394 + ], + [ + "syntactic", + 0.02661007919641408 + ], + [ + "structures", + 0.020110193382009475 + ], + [ + "parse", + 0.018527847937745527 + ], + [ + "constituent", + 0.018053000005480453 + ], + [ + "structure", + 0.01580868421764382 + ], + [ + "encoders", + 0.015375771731328773 + ], + [ + "structured", + 0.014578119135981093 + ], + [ + "parsing", + 0.01451187051894027 + ] + ], + "161": [ + [ + "headline", + 0.06345949560415465 + ], + [ + "headlines", + 0.05409064815779567 + ], + [ + "news", + 0.035513151379501215 + ], + [ + "synthetic news", + 0.02677015198245977 + ], + [ + "titles", + 0.024754655835666575 + ], + [ + "slides", + 0.022308459985383142 + ], + [ + "attractive", + 0.02215947646177663 + ], + [ + "presentation", + 0.02204505917050903 + ], + [ + "neural headline", + 0.02189512396310743 + ], + [ + "generation", + 0.019058838018793923 + ] + ], + "162": [ + [ + "reasoning", + 0.06723678333241552 + ], + [ + "paths", + 0.027219279867129575 + ], + [ + "symbolic", + 0.022052546001058944 + ], + [ + "logical", + 0.02027819306101648 + ], + [ + "knowledge", + 0.01920156575235042 + ], + [ + "sparse", + 0.01835425946276347 + ], + [ + "anticipation", + 0.018072120077117525 + ], + [ + "situational", + 0.018072120077117525 + ], + [ + "path", + 0.015792983814343728 + ], + [ + "entities", + 0.015239905267297708 + ] + ], + "163": [ + [ + "classification", + 0.03501160597352101 + ], + [ + "text", + 0.021865042055757244 + ], + [ + "deep learning", + 0.020112180710486784 + ], + [ + "classifiers", + 0.01936798530906304 + ], + [ + "doc2vec", + 0.016219397648245388 + ], + [ + "deep", + 0.015098076236945203 + ], + [ + "feature", + 0.013440408112794004 + ], + [ + "documents", + 0.012492643192080133 + ], + [ + "features", + 0.012477917183290515 + ], + [ + "reduction", + 0.012310618651041197 + ] + ] + } + } +} \ No newline at end of file