Update spaCy pipeline

d10993b verified about 1 month ago

15.8 kB

	---
	tags:
	- spacy
	- token-classification
	language:
	- fo
	model-index:
	- name: fo_sent_split_parse_final
	results:
	- task:
	name: TAG
	type: token-classification
	metrics:
	- name: TAG (XPOS) Accuracy
	type: accuracy
	value: 0.9796339263
	- task:
	name: POS
	type: token-classification
	metrics:
	- name: POS (UPOS) Accuracy
	type: accuracy
	value: 0.9610724414
	- task:
	name: MORPH
	type: token-classification
	metrics:
	- name: Morph (UFeats) Accuracy
	type: accuracy
	value: 0.8958762887
	- task:
	name: LEMMA
	type: token-classification
	metrics:
	- name: Lemma Accuracy
	type: accuracy
	value: 0.8562612497
	- task:
	name: UNLABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Unlabeled Attachment Score (UAS)
	type: f_score
	value: 0.902891933
	- task:
	name: LABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Labeled Attachment Score (LAS)
	type: f_score
	value: 0.8472306756
	- task:
	name: SENTS
	type: token-classification
	metrics:
	- name: Sentences F-Score
	type: f_score
	value: 0.9916666667
	---
	\| Feature \| Description \|
	\| --- \| --- \|
	\| Name \| `fo_sent_split_parse_final` \|
	\| Version \| `0.0.0` \|
	\| spaCy \| `>=3.7.5,<3.8.0` \|
	\| Default Pipeline \| `transformer`, `trainable_lemmatizer`, `tagger`, `morphologizer`, `parser` \|
	\| Components \| `transformer`, `trainable_lemmatizer`, `tagger`, `morphologizer`, `parser` \|
	\| Vectors \| 0 keys, 0 unique vectors (0 dimensions) \|
	\| Sources \| n/a \|
	\| License \| n/a \|
	\| Author \| [n/a]() \|

	### Label Scheme

	<details>

	<summary>View label scheme (284 labels for 3 components)</summary>

	\| Component \| Labels \|
	\| --- \| --- \|
	\| `tagger` \| `A`, `Abbr`, `Adv`, `CC`, `CLB`, `CS`, `Det`, `IM`, `Interj`, `N`, `Num`, `PUNCT`, `Pr`, `Pron`, `V`, `x` \|
	\| `morphologizer` \| `Case=Nom\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Pres`, `Case=Nom\\|Number=Sing\\|POS=PROPN`, `POS=CCONJ`, `Case=Nom\\|Definite=Def\\|Degree=Sup\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `POS=PUNCT`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Past`, `POS=ADP`, `Case=Dat\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Dat\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Tense=Past\\|Voice=Pass`, `Case=Nom\\|Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Tense=Past`, `POS=ADV`, `Case=Dat\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Acc\\|Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Dat\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Tense=Pres`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `POS=X`, `Case=Nom\\|POS=NUM`, `Case=Dat\\|Gender=Fem\\|Number=Sing\\|POS=DET`, `Case=Dat\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Tense=Pres`, `POS=NUM`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=PROPN`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Dat\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Case=Dat\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Dat\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Definite=Def\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Case=Dat\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Case=Dat\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `POS=SCONJ`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Tense=Past`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Acc\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `POS=PART`, `POS=VERB\\|VerbForm=Inf`, `Case=Acc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=PROPN`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Pres`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Acc\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Case=Dat\\|POS=NOUN`, `Case=Dat\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Definite=Def\\|Degree=Sup\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|PronType=Dem`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Past`, `Case=Dat\\|POS=NUM`, `Case=Acc\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Acc\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Pres\\|Voice=Pass`, `POS=VERB\\|VerbForm=Sup`, `Case=Gen\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Gen\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Acc\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Gen\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=PROPN`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=DET`, `Case=Dat\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `POS=NOUN`, `Case=Gen\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Dat\\|Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Acc\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `POS=AUX\\|VerbForm=Inf`, `Case=Acc\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Acc\\|POS=PRON\\|Reflex=Yes`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Tense=Past`, `Case=Dat\\|Gender=Masc\\|Number=Sing\\|POS=DET`, `Case=Dat\\|Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Dat\\|POS=PRON\\|Reflex=Yes`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=DET`, `Case=Dat\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Dat\\|Definite=Def\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=DET`, `Case=Acc\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `POS=PRON\\|PronType=Rel`, `Case=Acc\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=DET`, `Case=Dat\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PROPN`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Pres`, `Case=Acc\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Case=Gen\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `POS=VERB\\|VerbForm=Sup\\|Voice=Pass`, `POS=VERB`, `Case=Dat\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Acc\\|POS=PROPN`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `POS=INTJ`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Def\\|Degree=Sup\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Number=Sing\\|POS=VERB\\|Tense=Imp`, `Case=Dat\\|Definite=Def\\|Degree=Sup\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Dat\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Dem`, `Case=Dat\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Dem`, `Case=Nom\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=DET`, `Case=Acc\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Case=Gen\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Dat\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=PROPN`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=NUM`, `Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Dat\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=NUM`, `Case=Dat\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Dat\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Int`, `Case=Dat\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `NumType=Ord\\|POS=ADJ`, `Case=Acc\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=DET`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|POS=NOUN`, `Case=Acc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Tense=Past\\|Voice=Pass`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Dat\\|Gender=Neut\\|Number=Sing\\|POS=DET`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Tense=Past`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=PRON`, `Case=Gen\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=PROPN`, `Mood=Ind\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `POS=VERB\\|VerbForm=Inf\\|Voice=Pass`, `Case=Gen\\|Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Dat\\|Definite=Def\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Case=Nom\\|Gender=Neut\\|POS=ADJ`, `Case=Nom\\|Gender=Fem\\|POS=ADJ`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=DET`, `Case=Acc\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=PRON`, `Case=Dat\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `POS=AUX\\|VerbForm=Sup`, `Case=Acc\\|POS=NUM`, `Case=Dat\\|Definite=Def\\|Degree=Sup\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Gen\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Def\\|Number=Sing\\|POS=PROPN`, `Case=Acc\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Number=Plur\\|POS=VERB\\|Tense=Imp`, `Case=Acc\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=NUM`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=DET`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=NUM`, `Case=Acc\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PRON`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=DET`, `Case=Acc\\|POS=NOUN`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=NUM`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Gen\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=PROPN`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Definite=Def\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Case=Dat\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Dat\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `POS=DET`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=DET`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=DET`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=DET`, `Case=Dat\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=PROPN`, `Case=Nom\\|Definite=Def\\|Degree=Sup\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|POS=DET`, `Case=Dat\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=PROPN`, `Case=Acc\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Acc\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Degree=Sup\\|Gender=Neut\\|Number=Plur\\|POS=ADV`, `Case=Nom\\|Number=Sing\\|POS=PRON`, `Case=Acc\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Past\\|Voice=Pass`, `Case=Dat\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Gen\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Gen\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Dat\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Def\\|Degree=Sup\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Dat\\|Definite=Def\\|Degree=Sup\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Gen\\|Number=Sing\\|POS=PROPN`, `Case=Acc\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Dat\\|Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Dat\\|Definite=Def\\|Degree=Sup\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=PRON`, `Case=Gen\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Tense=Pres\\|Voice=Pass`, `Case=Dat\\|Definite=Def\\|Gender=Fem\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Case=Gen\\|Definite=Ind\\|Number=Sing\\|POS=NOUN`, `Case=Acc\\|Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=PROPN`, `Case=Acc\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=DET`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=DET`, `Case=Acc\\|Gender=Neut\\|POS=ADJ`, `Case=Dat\\|Definite=Ind\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Case=Acc\\|Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=1\\|Tense=Pres`, `Case=Acc\\|Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Gender=Masc\\|POS=ADJ`, `Gender=Masc\\|Number=Plur\\|POS=ADV`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Degree=Sup\\|POS=ADV`, `Gender=Neut\\|Number=Plur\\|POS=ADV`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Acc\\|Gender=Fem\\|POS=ADJ`, `Case=Acc\\|Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Dat\\|Gender=Neut\\|Number=Sing\\|POS=NUM`, `Case=Gen\\|POS=NUM`, `Mood=Ind\\|POS=VERB\\|Tense=Pres\\|VerbForm=Part`, `Case=Acc\\|Definite=Def\\|Degree=Sup\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Dat\\|Gender=Fem\\|Number=Sing\\|POS=PROPN`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=DET`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Acc\\|Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Gen\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Number=Plur\\|POS=PROPN` \|
	\| `parser` \| `ROOT`, `advcl`, `advmod`, `amod`, `aux`, `case`, `cc`, `conj`, `cop`, `dep`, `det`, `flat`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` \|

	</details>

	### Accuracy

	\| Type \| Score \|
	\| --- \| --- \|
	\| `LEMMA_ACC` \| 85.63 \|
	\| `TAG_ACC` \| 97.96 \|
	\| `POS_ACC` \| 96.11 \|
	\| `MORPH_ACC` \| 89.59 \|
	\| `DEP_UAS` \| 90.29 \|
	\| `DEP_LAS` \| 84.72 \|
	\| `SENTS_P` \| 99.17 \|
	\| `SENTS_R` \| 99.17 \|
	\| `SENTS_F` \| 99.17 \|
	\| `MORPH_MICRO_F` \| 93.87 \|
	\| `TRANSFORMER_LOSS` \| 450180.65 \|
	\| `TRAINABLE_LEMMATIZER_LOSS` \| 10389.76 \|
	\| `TAGGER_LOSS` \| 584.96 \|
	\| `MORPHOLOGIZER_LOSS` \| 34779.88 \|
	\| `PARSER_LOSS` \| 2745408.69 \|