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en_acnl_electra_pipeline
danielvasic/en_acnl_electra_pipeline
en_acnl_electra_pipeline is a token classification model from danielvasic. Use it when you need labels on individual words, such as names. It is set up for spacy.
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Repo size
849 MB
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At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Oct 25, 2021
- SHA
- 890d6603
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_acnl_electra_pipeline |
| Version | 0.0.1 |
| spaCy | >=3.1.3,<3.2.0 |
| Default Pipeline | transformer, tagger, parser |
| Components | transformer, tagger, parser |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | GPL |
| Author | Daniel Vasić() |
Label Scheme
<details> <summary>View label scheme (87 labels for 2 components)</summary>| Component | Labels |
|---|---|
tagger | $, '', ,, -LRB-, -RRB-, ., :, ADD, AFX, CC, CD, DT, EX, FW, HYPH, IN, JJ, JJR, JJS, LS, MD, NFP, NN, NNP, NNPS, NNS, PDT, POS, PRP, PRP$, RB, RBR, RBS, RP, SYM, TO, UH, VB, VBD, VBG, VBN, VBP, VBZ, VERB, WDT, WP, WP$, WRB, XX, ```` |
parser | ROOT, acl, acomp, advcl, advmod, amod, appos, aux, auxpass, case, cc, ccomp, compound, conj, dative, dep, det, dobj, intj, mark, meta, neg, nmod, npadvmod, nummod, parataxis, pcomp, pobj, poss, preconj, predet, prep, prt, punct, quantmod, relcl, xcomp |
Accuracy
| Type | Score |
|---|---|
TAG_ACC | 97.69 |
DEP_UAS | 95.77 |
DEP_LAS | 94.52 |
SENTS_P | 95.09 |
SENTS_R | 94.81 |
SENTS_F | 94.95 |
TRANSFORMER_LOSS | 6123357.72 |
TAGGER_LOSS | 338995.26 |
PARSER_LOSS | 4101825.66 |
- Task
- Token Classification
- Library
- spacy
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Oct 25, 2021