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fr_dep_narr_lg
thjbdvlt/fr_dep_narr_lg
fr_dep_narr_lg is a token classification model from thjbdvlt. Use it when you need labels on individual words, such as names. It is set up for spacy.
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Other289 MB · 53%
At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Sep 17, 2024
- Updated
- Sep 17, 2024
- SHA
- 76b0c6c7
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | fr_dep_narr_lg |
| Version | 3.7.0 |
| spaCy | >=3.7.6,<3.8.0 |
| Default Pipeline | presque_normalizer, tokentype, morphologizer, viceverser_lemmatizer, sentencizer, parser |
| Components | presque_normalizer, tokentype, morphologizer, viceverser_lemmatizer, sentencizer, parser |
| Vectors | 504297 keys, 504297 unique vectors (100 dimensions) |
| Sources | Corpus narraFEATS (morphologizer), corpus cabillaUD (parser), corpus attirail (vectors). |
| License | CC BY-NC-SA 4.0 |
| Author | thjbdvlt |
Label Scheme
<details> <summary>View label scheme (241 labels for 2 components)</summary>| Component | Labels |
|---|---|
morphologizer | Number=Sing|POS=PRON|Person=3|PronType=Dem, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres, POS=ADV, POS=PUNCT, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres, Number=Plur|POS=PRON|Person=3|PronType=Dem, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres, Number=Sing|POS=ADJ, POS=CCONJ, Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres, Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres, Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Sing|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres, POS=ADP, Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp, Definite=Ind|Number=Sing|POS=DET|PronType=Art, Number=Sing|POS=NOUN, Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres, NumType=Card|POS=NUM, Number=Plur|POS=NOUN, Definite=Def|Number=Sing|POS=DET|PronType=Art, POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Definite=Def|Number=Sing|POS=ADP|PronType=Art, POS=SCONJ, POS=VERB|VerbForm=Inf, POS=ADV|Polarity=Neg, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres, Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres, Number=Plur|POS=PRON|PronType=Ind, Definite=Def|Number=Plur|POS=ADP|PronType=Art, Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp, Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut, POS=VERB|Tense=Past|VerbForm=Part, Number=Plur|POS=DET|PronType=Dem, Definite=Ind|Number=Plur|POS=DET|Person=3|PronType=Art, Definite=Def|Number=Plur|POS=DET|PronType=Art, Definite=Ind|Number=Plur|POS=DET|PronType=Art, POS=AUX|VerbForm=Inf, Number=Plur|POS=PRON|Person=3, Number=Plur|POS=PRON|PronType=Rel, Number=Sing|POS=DET|PronType=Dem, POS=PRON|PronType=Rel, Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres, Number=Sing|POS=PRON|Person=3, Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes, POS=INTJ, Number=Sing|POS=PRON|PronType=Ind, POS=PRON|Person=3, Number=Sing|POS=PRON|Person=1, Mood=Imp|Number=Plur|POS=AUX|Person=2|Tense=Pres, Number=Plur|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres, Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp, POS=PROPN, POS=PRON|PronType=Int, Number=Sing|POS=DET, Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp, Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, NumType=Ord|Number=Plur|POS=ADJ, Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes, POS=ADP|Polarity=Neg, Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes, Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes, NumType=Ord|Number=Sing|POS=ADJ, Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes, Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp, Number=Plur|Number[psor]=Sing|POS=NOUN|Person=3|Poss=Yes, Number=Sing|POS=DET|PronType=Int, Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past, Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres, Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past, POS=VERB|Tense=Pres|VerbForm=Part, Number=Sing|POS=PRON|Polarity=Neg, Number=Sing|POS=DET|Polarity=Neg, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut, Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut, Mood=Cnd|Number=Sing|POS=VERB|Person=2|Tense=Pres, Number=Sing|POS=PRON|Polarity=Neg|PronType=Ind, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut, Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp, Number=Plur|Number[psor]=Plur|POS=NOUN|Person=1|Poss=Yes, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp, Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres, Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes, Number=Sing|Number[psor]=Plur|POS=NOUN|Person=1|Poss=Yes, Number=Plur|POS=DET, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres, POS=DET|Polarity=Neg, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres, Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp, Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres, Number=Sing|POS=PRON|PronType=Rel, Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Pres, Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut, Mood=Imp|Number=Plur|POS=AUX|Person=1|Tense=Pres, Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes, Number=Sing|Number[psor]=Sing|POS=NOUN|Person=3|Poss=Yes, Mood=Imp|Number=Sing|POS=AUX|Person=2|Tense=Pres, POS=AUX|Tense=Pres|VerbForm=Part, Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp, Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes, Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut, Number=Sing|Number[psor]=Plur|POS=NOUN|Person=2|Poss=Yes, NumType=Card|POS=PRON, POS=AUX|Tense=Past|VerbForm=Part, Mood=Cnd|Number=Plur|POS=AUX|Person=1|Tense=Pres, Number=Sing|Number[psor]=Sing|POS=ADJ|Person=3|Poss=Yes, Number=Sing|Number[psor]=Sing|POS=NOUN|Person=1|Poss=Yes, Number=Sing|Number[psor]=Sing|POS=NOUN|Person=2|Poss=Yes, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres, Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut, Number=Sing|POS=PRON, Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres, Definite=Ind|Number=Sing|POS=DET|Person=3|PronType=Art, Number=Plur|POS=DET|PronType=Int, Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres, Number=Plur|Number[psor]=Sing|POS=NOUN|Person=2|Poss=Yes, Mood=Cnd|Number=Plur|POS=AUX|Person=2|Tense=Pres, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past, Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp, Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres, Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp, POS=ADJ|Tense=Past, Number=Sing|POS=AUX|Tense=Past|VerbForm=Part, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past, POS=PRON, POS=DET, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Imp, Number=Plur|POS=DET|Polarity=Neg, Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres, Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp, Number=Plur|Number[psor]=Sing|POS=ADJ|Person=3|Poss=Yes, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past, Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres, NumType=Card|POS=NOUN, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut, Number=Sing|POS=NOUN|Polarity=Neg, Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Imp, Number=Plur|Number[psor]=Sing|POS=NOUN|Person=1|Poss=Yes, Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres, Number=Plur|POS=PRON|Person=3|PronType=Ind, POS=PRON|Polarity=Neg, Number=Plur|POS=PRON, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp, Number=Plur|POS=AUX|Tense=Past|VerbForm=Part, Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Imp, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp, Number=Plur|Number[psor]=Plur|POS=NOUN|Person=2|Poss=Yes, Number=Plur|Number[psor]=Plur|POS=NOUN|Person=3|Poss=Yes, Mood=Imp|Number=Plur|POS=VERB|Person=0|Tense=Pres, Definite=Def|Number=Sing|POS=DET, Mood=Imp|Number=Sing|POS=VERB|Person=1|Tense=Pres, NumType=Ord|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past, Number=Sing|POS=VERB|Tense=Past, NumType=Ord|Number=Plur|POS=NOUN, Number=Sing|Number[psor]=Plur|POS=NOUN|Person=3|Poss=Yes |
parser | ROOT, acl, acl:relcl, advcl, advcl:cleft, advmod, amod, appos, aux:pass, aux:tense, case, case:det, cc, ccomp, conj, cop, csubj, dep, det, discourse, dislocated, expl:comp, expl:pass, expl:pv, expl:subj, fixed, flat:foreign, flat:name, iobj, mark, nmod, nmod:appos, nsubj, nsubj:pass, nummod, obj, obj:lvc, obl:agent, obl:arg, obl:mod, parataxis, punct, vocative, xcomp |
Accuracy
| Type | Score |
|---|---|
POS_ACC | 98.15 |
MORPH_ACC | 98.25 |
MORPHOLOGIZER_LOSS | 442280.21 |
- Task
- Token Classification
- Library
- spacy
- Languages
- fr
- Created
- Sep 17, 2024
- Updated
- Sep 17, 2024