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thjbdvlt
/
fr_dep_narr_lg

Token Classification
spaCy
French
Eval Results
Model card Files Community
fr_dep_narr_lg
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---
tags:
- spacy
- token-classification
language:
- fr
model-index:
- name: fr_dep_narr_lg
  results:
  - task:
      name: POS
      type: token-classification
    metrics:
    - name: POS (UPOS) Accuracy
      type: accuracy
      value: 0.9815396592
  - task:
      name: MORPH
      type: token-classification
    metrics:
    - name: Morph (UFeats) Accuracy
      type: accuracy
      value: 0.982540521
---
| 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](https://github.com/thjbdvlt/corpus-narraFEATS) (morphologizer), corpus [cabillaUD](https://github.com/thjbdvlt/corpus-cabillaUD) (parser), corpus [attirail](https://github.com/thjbdvlt/corpus-attirail) (vectors). |
| **License** | [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/deed.fr) |
| **Author** | [thjbdvlt](https://github.com/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` |

</details>

### Accuracy

| Type | Score |
| --- | --- |
| `POS_ACC` | 98.15 |
| `MORPH_ACC` | 98.25 |
| `MORPHOLOGIZER_LOSS` | 442280.21 |