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uk_core_news_trf

Token Classification
spaCy
Ukrainian
Eval Results
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metadata
tags:
  - spacy
  - token-classification
language:
  - uk
license: mit
model-index:
  - name: uk_core_news_trf
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.8969162996
          - name: NER Recall
            type: recall
            value: 0.8967187844
          - name: NER F Score
            type: f_score
            value: 0.8968175311
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9862714403
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9862714403
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9672947192
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.967098144
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.9535100336
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9342776204

Details: https://spacy.io/models/uk#uk_core_news_trf

Ukrainian transformer pipeline (Transformer(name='ukr-models/xlm-roberta-base-uk', piece_encoder='xlm-roberta-sentencepiece', stride=168, type='xlm-roberta', width=768, window=216, vocab_size=31274)). Components: transformer, morphologizer, parser, ner, attribute_ruler, lemmatizer.

Feature Description
Name uk_core_news_trf
Version 3.7.2
spaCy >=3.7.0,<3.8.0
Default Pipeline transformer, morphologizer, parser, attribute_ruler, lemmatizer, ner
Components transformer, morphologizer, parser, attribute_ruler, lemmatizer, ner
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources Ukr-Synth (e5d9eaf3) (Volodymyr Kurnosov)
ukr-models/xlm-roberta-base-uk (Volodymyr Kurnosov and Yinhan Liu and Myle Ott and Naman Goyal and Jingfei Du and Mandar Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke Zettlemoyer and Veselin Stoyanov)
License MIT
Author Explosion

Label Scheme

View label scheme (1210 labels for 3 components)
Component Labels
morphologizer POS=CCONJ, Degree=Cmp|POS=ADV, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Animacy=Inan|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, POS=PUNCT, Case=Gen|Number=Plur|POS=DET|PronType=Dem, Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, POS=ADV|PronType=Rel, POS=PART, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin, Aspect=Imp|POS=VERB|VerbForm=Inf, Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Anim|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Loc|POS=ADP, Case=Loc|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Anim|Case=Nom|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN, Animacy=Anim|Case=Nom|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN, POS=ADV, Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin, Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|POS=ADP, Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Loc|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes, Abbr=Yes|Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes, Case=Nom|NumType=Card|POS=DET|PronType=Ind, Animacy=Anim|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Number=Plur|POS=ADJ, Animacy=Inan|Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Case=Loc|Number=Plur|POS=ADJ, POS=SCONJ, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Aspect=Perf|POS=VERB|VerbForm=Inf, Degree=Pos|POS=ADV, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Animacy=Anim|Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Loc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Perf|Mood=Ind|POS=VERB|Person=0|VerbForm=Fin, Case=Gen|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes, Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Animacy=Anim|Case=Acc|Number=Plur|POS=DET|PronType=Tot, POS=PART|Polarity=Neg, Animacy=Inan|Case=Gen|Gender=Neut|Number=Plur|POS=NOUN|Uninflect=Yes, Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, POS=PUNCT|PunctType=Quot, POS=PUNCT|PunctType=Dash, Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin, POS=ADV|PronType=Dem, Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|POS=ADP, Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Foreign=Yes|POS=X, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin, Case=Ins|POS=ADP, Animacy=Inan|Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Nom|Number=Plur|POS=ADJ, Animacy=Anim|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Animacy=Inan|Case=Acc|Number=Ptan|POS=NOUN, Case=Nom|Number=Plur|POS=DET|PronType=Rel, Case=Ins|Number=Plur|POS=PRON|Person=3|PronType=Prs, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin, Aspect=Perf|Case=Nom|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Nom|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Animacy=Inan|Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin, Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Dat|POS=PRON|PronType=Neg, Case=Nom|Degree=Pos|Number=Plur|POS=ADJ, Animacy=Anim|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Ins|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Case=Ins|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Conv, Animacy=Inan|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Aspect=Imp|Case=Gen|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Acc|Degree=Pos|Number=Plur|POS=ADJ, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Anim|Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Nom|NumType=Card|POS=DET|PronType=Dem, Animacy=Anim|Case=Gen|Number=Ptan|POS=NOUN, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Anim|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Perf|Case=Gen|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin, Animacy=Inan|Case=Gen|Number=Ptan|POS=NOUN, Abbr=Yes|Animacy=Anim|Case=Nom|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN|Uninflect=Yes, Abbr=Yes|Animacy=Anim|Case=Nom|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes, Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Acc|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Anim|Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Animacy=Inan|Case=Acc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN|Uninflect=Yes, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin, Case=Gen|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes, Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Animacy=Anim|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Perf|Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|NumType=Card|POS=NUM|Uninflect=Yes, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Inan|Case=Acc|Number=Plur|POS=DET|PronType=Tot, Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Abbr=Yes|Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN|Uninflect=Yes, Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Anim|Case=Nom|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN, Animacy=Anim|Case=Nom|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN, Animacy=Anim|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Anim|Case=Acc|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN, Animacy=Anim|Case=Acc|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Animacy=Anim|Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Anim|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes, Case=Loc|Number=Plur|POS=DET|PronType=Ind, Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Inan|Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Case=Ins|Number=Plur|POS=ADJ, Case=Gen|NumType=Card|POS=NUM|Uninflect=Yes, Animacy=Anim|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Animacy=Anim|Case=Dat|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN, Animacy=Anim|Case=Nom|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes, Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PROPN|Uninflect=Yes, Animacy=Anim|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Aspect=Imp|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin, Case=Loc|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes, Abbr=Yes|Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes, Case=Acc|NumType=Card|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Abbr=Yes|Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|NumType=Card|POS=NUM|Uninflect=Yes, Animacy=Inan|Case=Acc|Gender=Fem|NumType=Card|Number=Plur|POS=NOUN, Case=Gen|Degree=Cmp|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Number=Plur|POS=DET|PronType=Dem, Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Degree=Abs|POS=ADV, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Tot|Variant=Short, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Hyph=Yes|POS=ADJ|Variant=Short, Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Degree=Sup|POS=ADV, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=ADJ, Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN|Uninflect=Yes, Animacy=Inan|Case=Acc|Number=Plur|POS=DET|PronType=Rel, Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Loc|Gender=Fem|Number=Sing|POS=ADJ, Abbr=Yes|Animacy=Anim|Case=Ins|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Degree=Pos|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Inan|Case=Gen|Number=Ptan|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Aspect=Imp|POS=AUX|VerbForm=Inf, Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin, Animacy=Inan|Case=Nom|Number=Plur|POS=PROPN|Uninflect=Yes, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, POS=INTJ, Case=Acc|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ, Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Rel, Aspect=Perf|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin, Case=Dat|Number=Plur|POS=ADJ, Animacy=Inan|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes, Case=Dat|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Animacy=Inan|Case=Gen|Foreign=Yes|Gender=Masc|Number=Sing|POS=X|Uninflect=Yes, Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Fem|NumType=Card|POS=NUM|Uninflect=Yes, Animacy=Inan|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN|Uninflect=Yes, Case=Loc|NumType=Card|POS=NUM|Uninflect=Yes, Aspect=Perf|Case=Loc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Animacy=Anim|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Anim|Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Animacy=Anim|Case=Ins|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Anim|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Anim|Case=Gen|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN, Animacy=Anim|Case=Gen|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Anim|Case=Acc|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN, Animacy=Anim|Case=Acc|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN, Animacy=Inan|Case=Loc|Number=Ptan|POS=NOUN, Case=Gen|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes, Case=Nom|NumType=Card|POS=NUM, POS=SYM, Case=Loc|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ, Case=Ins|NumType=Card|POS=NUM|Uninflect=Yes, Case=Loc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|NumType=Card|POS=NUM, Case=Gen|Gender=Neut|Number=Sing|POS=ADJ, Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN|Uninflect=Yes, Case=Gen|POS=PRON|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin, Aspect=Perf|Case=Ins|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot, Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes, Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs, Animacy=Inan|Case=Acc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ, Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin, Case=Dat|POS=PRON|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Animacy=Inan|Case=Acc|Gender=Masc|NumType=Card|POS=NUM, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Nom|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Animacy=Anim|Case=Nom|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Gen|NumType=Card|POS=NUM, Case=Ins|Number=Plur|POS=DET|PronType=Rel, Case=Nom|Gender=Fem|Number=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Animacy=Anim|Case=Nom|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes, Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=PROPN, Case=Ins|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Number=Plur|POS=DET|PronType=Tot, Animacy=Anim|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Number=Plur|POS=DET|PronType=Prs|Reflex=Yes, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Aspect=Perf|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Anim|Case=Gen|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes, Animacy=Anim|Case=Gen|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Neut|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Animacy=Inan|Case=Ins|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Anim|Case=Acc|Number=Plur|POS=DET|PronType=Rel, Case=Loc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Ins|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Animacy=Anim|Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs, Abbr=Yes|Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Anim|Case=Gen|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN, Hyph=Yes|POS=ADJ, POS=ADV|PronType=Ind, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ, Animacy=Anim|Case=Voc|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN, Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Fem|NumType=Card|Number=Plur|POS=NOUN|Uninflect=Yes, Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN|Uninflect=Yes, Animacy=Inan|Case=Gen|Gender=Fem|NumType=Card|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Degree=Cmp|Number=Plur|POS=ADJ, POS=ADV|PronType=Neg, Case=Nom|Number=Plur|POS=DET|PronType=Tot, Case=Gen|Number=Plur|POS=DET|PronType=Rel, Animacy=Anim|Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Animacy=Anim|Case=Acc|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Ins|Number=Plur|POS=DET|PronType=Tot, Case=Ins|Degree=Pos|Number=Plur|POS=ADJ, Case=Loc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Variant=Short, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN|Uninflect=Yes, Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Masc|NumType=Card|Number=Plur|POS=NOUN|Uninflect=Yes, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PROPN, Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PROPN|Uninflect=Yes, Animacy=Anim|Case=Acc|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin, Animacy=Anim|Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, POS=PART|PartType=Conseq, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes, Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Animacy=Anim|Case=Ins|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|NumType=Card|POS=DET|PronType=Ind, Mood=Cnd|POS=AUX, Abbr=Yes|Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Inan|Case=Acc|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Aspect=Imp|Case=Gen|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Loc|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Animacy=Inan|Case=Acc|Number=Plur|POS=DET|PronType=Dem, Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes, POS=ADJ, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Gen|Degree=Sup|Number=Plur|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Inan|Case=Nom|Number=Ptan|POS=NOUN, Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Case=Gen|Gender=Fem|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN|Uninflect=Yes, Case=Dat|POS=ADP, Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Gen|Gender=Neut|NumType=Card|POS=NUM, Animacy=Anim|Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes, Case=Loc|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Case=Ins|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Gen|Gender=Fem|NumType=Card|Number=Plur|POS=NOUN, Animacy=Anim|Case=Nom|POS=PRON|PronType=Ind, Abbr=Yes|Animacy=Inan|Case=Gen|Number=Ptan|POS=NOUN|Uninflect=Yes, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Neg|Variant=Short, Case=Loc|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=X, Case=Nom|Gender=Masc|NumType=Card|POS=NUM|Uninflect=Yes, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin, Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Animacy=Inan|Case=Ins|Number=Ptan|POS=NOUN, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Animacy=Inan|Case=Gen|Number=Ptan|POS=NOUN|Uninflect=Yes, POS=ADV|PronType=Int, Aspect=Imp|POS=VERB|Polarity=Neg|Tense=Pres|VerbForm=Conv, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Acc|NumType=Card|Number=Plur|POS=NUM|Uninflect=Yes, Animacy=Inan|Case=Gen|Number=Ptan|POS=PROPN|Uninflect=Yes, Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Act, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Animacy=Inan|Case=Nom|Number=Ptan|POS=PROPN|Uninflect=Yes, Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Loc|Gender=Masc|NumType=Card|POS=NUM, Animacy=Inan|Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Inan|Aspect=Perf|Case=Acc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Case=Gen|Gender=Masc|NumType=Card|POS=NUM, Animacy=Inan|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Animacy=Anim|Case=Nom|POS=PRON|PronType=Neg, Animacy=Anim|Case=Ins|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN, Animacy=Anim|Case=Ins|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|NumType=Card|POS=NUM|Uninflect=Yes, Case=Gen|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Loc|Number=Ptan|POS=PROPN|Uninflect=Yes, Aspect=Imp|Case=Ins|Number=Plur|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Animacy=Anim|Case=Acc|Number=Ptan|POS=NOUN, Animacy=Anim|Case=Gen|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Number=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Number=Plur|POS=DET|PronType=Prs|Reflex=Yes, Case=Loc|NumType=Card|POS=NUM, Case=Ins|Gender=Masc|NumType=Card|POS=NUM, Case=Acc|Gender=Masc|NumType=Card|POS=NUM, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Case=Loc|Gender=Masc|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Loc|Degree=Pos|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ, Aspect=Perf|Case=Ins|Degree=Pos|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Ins|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Abbr=Yes|Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN|Uninflect=Yes, Animacy=Anim|Animacy[gram]=Inan|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Ins|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Animacy=Anim|Case=Gen|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Gen|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Inan|Case=Loc|Number=Ptan|POS=PROPN, Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Number=Plur|POS=DET|PronType=Neg, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Aspect=Imp|Case=Nom|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Dat|Degree=Pos|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Case=Nom|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Animacy=Anim|Case=Acc|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN|Uninflect=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN|Uninflect=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Gen|Number=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Gen|POS=PRON|PronType=Neg, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Animacy=Inan|Case=Acc|Number=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|NumType=Card|POS=NUM|Uninflect=Yes, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes, Case=Ins|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act, Abbr=Yes|Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes, Case=Dat|Number=Plur|POS=DET|PronType=Dem, Case=Ins|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes, Case=Gen|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Animacy=Anim|Case=Dat|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN, Animacy=Anim|Case=Dat|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN, Case=Gen|Number=Plur|POS=DET|PronType=Ind, Animacy=Anim|Case=Ins|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN, (truncated: full list in pipeline meta)
parser ROOT, acl, acl:relcl, advcl, advcl:sp, advcl:svc, advmod, advmod:det, amod, appos, aux, case, cc, ccomp, compound, conj, cop, csubj, dep, det, det:numgov, discourse, expl, fixed, flat:abs, flat:foreign, flat:name, flat:range, flat:repeat, flat:sibl, flat:title, iobj, mark, nmod, nsubj, nummod, nummod:gov, obj, obl, orphan, parataxis, parataxis:discourse, punct, vocative, xcomp, xcomp:sp
ner LOC, ORG, PER

Accuracy

Type Score
TOKEN_ACC 99.99
TOKEN_P 99.99
TOKEN_R 99.97
TOKEN_F 99.98
POS_ACC 98.63
MORPH_ACC 96.73
MORPH_MICRO_P 98.51
MORPH_MICRO_R 98.05
MORPH_MICRO_F 98.28
SENTS_P 94.64
SENTS_R 92.24
SENTS_F 93.43
DEP_UAS 96.71
DEP_LAS 95.35
TAG_ACC 98.63
LEMMA_ACC 0.00
ENTS_P 89.69
ENTS_R 89.67
ENTS_F 89.68