Details: https://github.com/ipipan/spacy-pl-trf
Polish transformer pipeline (herbert-base-cased). Components: transformer, tagger, parser, ner, morfeusz.
| Feature | Description |
|---|---|
| Name | pl_nask |
| Version | 0.0.7 |
| spaCy | >=3.5.0,<3.6.0 |
| Default Pipeline | transformer, tagger, morphologizer, parser, ner, morfeusz |
| Components | transformer, tagger, morphologizer, parser, ner, morfeusz |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | Morfeusz2 2-clauseBSD License NKJP1M CC-BY NKJP1MUD GNU GPL v.3 Herbert-base-cased CC-BY PDB CC BY-NC-SA 4.0 |
| License | GNU GPL 3.0 |
| Author | Ryszard Tuora ICS PAS |
Label Scheme
View label scheme
| Component | Labels |
|---|---|
parser |
ROOT, acl, acl:relcl, advcl, advcl:cmpr, advcl:relcl, advmod, advmod:arg, advmod:emph, advmod:neg, amod, amod:flat, appos, aux, aux:cnd, aux:imp, aux:pass, case, cc, cc:preconj, ccomp, ccomp:cleft, ccomp:obj, conj, cop, csubj, dep, det, det:numgov, det:nummod, det:poss, discourse:intj, expl:pv, fixed, flat, flat:foreign, iobj, list, mark, nmod, nmod:arg, nmod:flat, nmod:poss, nsubj, nsubj:pass, nummod, nummod:flat, nummod:gov, obj, obl, obl:agent, obl:arg, obl:cmpr, obl:orphan, orphan, parataxis:insert, parataxis:obj, punct, vocative, xcomp, xcomp:cleft, xcomp:pred, xcomp:subj |
ner |
DATE, GEOGNAME, ORGNAME, PERSNAME, PLACENAME, TIME |
Accuracy
| Type | Score |
|---|---|
TAG_ACC |
96.26 |
POS_ACC |
98.18 |
MORPH_ACC |
96.61 |
SENTS_P |
99.13 |
SENTS_R |
99.24 |
SENTS_F |
99.19 |
DEP_UAS |
92.91 |
DEP_LAS |
87.66 |
ENTS_P |
90.92 |
ENTS_R |
90.72 |
ENTS_F |
90.82 |
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Evaluation results
- NER Precisionself-reported0.909
- NER Recallself-reported0.907
- NER F Scoreself-reported0.908
- TAG (XPOS) Accuracyself-reported0.9626419163,
- Unlabeled Attachment Score (UAS)self-reported0.929
- Labeled Attachment Score (LAS)self-reported0.877
- Sentences F-Scoreself-reported0.992