fr_dep_narr_lg / README.md

Update spaCy pipeline

76b0c6c verified about 2 months ago

11.7 kB

	---
	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 \|