es_core_news_md / README.md

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	---
	tags:
	- spacy
	- token-classification
	language:
	- es
	license: gpl-3.0
	model-index:
	- name: es_core_news_md
	results:
	- task:
	name: NER
	type: token-classification
	metrics:
	- name: NER Precision
	type: precision
	value: 0.8942592668
	- name: NER Recall
	type: recall
	value: 0.8965889201
	- name: NER F Score
	type: f_score
	value: 0.8954225782
	- task:
	name: POS
	type: token-classification
	metrics:
	- name: POS Accuracy
	type: accuracy
	value: 0.9757701229
	- task:
	name: SENTER
	type: token-classification
	metrics:
	- name: SENTER Precision
	type: precision
	value: 0.971577029
	- name: SENTER Recall
	type: recall
	value: 0.9861460957
	- name: SENTER F Score
	type: f_score
	value: 0.978807352
	- task:
	name: UNLABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Unlabeled Dependencies Accuracy
	type: accuracy
	value: 0.9118268791
	- task:
	name: LABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Labeled Dependencies Accuracy
	type: accuracy
	value: 0.9118268791
	---
	### Details: https://spacy.io/models/es#es_core_news_md

	Spanish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.

	\| Feature \| Description \|
	\| --- \| --- \|
	\| Name \| `es_core_news_md` \|
	\| Version \| `3.1.0` \|
	\| spaCy \| `>=3.1.0,<3.2.0` \|
	\| Default Pipeline \| `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` \|
	\| Components \| `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` \|
	\| Vectors \| 500000 keys, 20000 unique vectors (300 dimensions) \|
	\| Sources \| [UD Spanish AnCora v2.5](https://github.com/UniversalDependencies/UD_Spanish-AnCora) (Martínez Alonso, Héctor; Zeman, Daniel)<br />[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)<br />[spaCy lookups data](https://github.com/explosion/spacy-lookups-data) (Explosion)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) \|
	\| License \| `GNU GPL 3.0` \|
	\| Author \| [Explosion](https://explosion.ai) \|

	### Label Scheme

	<details>

	<summary>View label scheme (414 labels for 4 components)</summary>

	\| Component \| Labels \|
	\| --- \| --- \|
	\| `morphologizer` \| `Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Gender=Masc\\|Number=Sing\\|POS=NOUN`, `AdpType=Preppron\\|POS=ADP`, `Gender=Masc\\|Number=Sing\\|POS=ADJ`, `AdpType=Prep\\|POS=ADP`, `Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=DET\\|PronType=Art`, `POS=PROPN`, `Case=Acc,Dat\\|POS=PRON\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin`, `POS=VERB\\|VerbForm=Inf`, `Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Dem`, `Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Gender=Fem\\|Number=Plur\\|POS=DET\\|PronType=Ind`, `POS=PRON\\|PronType=Int,Rel`, `Mood=Sub\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Art`, `POS=SCONJ`, `POS=NOUN`, `Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Number=Plur\\|POS=NOUN`, `Gender=Masc\\|Number=Plur\\|POS=DET\\|PronType=Ind`, `Gender=Masc\\|Number=Plur\\|POS=NOUN`, `POS=PUNCT\\|PunctType=Peri`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `POS=PUNCT\\|PunctType=Comm`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `Gender=Masc\\|Number=Sing\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Number=Plur\\|POS=ADJ`, `POS=CCONJ`, `Gender=Masc\\|Number=Plur\\|POS=PRON\\|PronType=Ind`, `POS=ADV`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Fut\\|VerbForm=Fin`, `Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=DET\\|PronType=Dem`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `Number=Sing\\|POS=ADJ`, `Gender=Masc\\|Number=Plur\\|POS=ADJ\\|VerbForm=Part`, `Gender=Masc\\|Number=Plur\\|POS=PRON\\|PronType=Tot`, `POS=PRON\\|PronType=Ind`, `POS=ADV\\|Polarity=Neg`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PrepCase=Npr\\|PronType=Prs`, `Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin`, `Number=Plur\\|POS=PRON\\|PronType=Int,Rel`, `POS=PUNCT\\|PunctType=Quot`, `POS=PUNCT`, `Gender=Masc\\|Number=Sing\\|POS=ADJ\\|VerbForm=Part`, `POS=PUNCT\\|PunctSide=Ini\\|PunctType=Brck`, `POS=PUNCT\\|PunctSide=Fin\\|PunctType=Brck`, `NumForm=Digit\\|NumType=Card\\|POS=NUM`, `NumType=Card\\|POS=NUM`, `POS=VERB\\|VerbForm=Ger`, `Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Dem`, `Gender=Fem\\|NumType=Ord\\|Number=Plur\\|POS=ADJ`, `Number=Sing\\|POS=DET\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Number=Sing\\|POS=NOUN`, `Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Fut\\|VerbForm=Fin`, `Gender=Fem\\|Number=Sing\\|POS=ADJ\\|VerbForm=Part`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `Degree=Cmp\\|POS=ADV`, `POS=AUX\\|VerbForm=Inf`, `Number=Plur\\|POS=DET\\|PronType=Ind`, `Number=Plur\\|POS=DET\\|PronType=Dem`, `Degree=Cmp\\|Number=Sing\\|POS=ADJ`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Fut\\|VerbForm=Fin`, `Case=Acc,Dat\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes\\|VerbForm=Inf`, `Degree=Sup\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Art`, `AdvType=Tim\\|POS=NOUN`, `AdpType=Prep\\|POS=ADV`, `Gender=Masc\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `NumType=Card\\|Number=Plur\\|POS=NUM`, `AdpType=Preppron\\|POS=ADV`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `NumForm=Digit\\|POS=NOUN`, `Number=Sing\\|POS=PRON\\|PronType=Dem`, `AdpType=Preppron\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Number=Plur\\|POS=DET\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Gender=Fem\\|Number=Plur\\|POS=PRON\\|PronType=Ind`, `Gender=Masc\\|Number=Plur\\|POS=DET\\|PronType=Tot`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Imp\\|VerbForm=Fin`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Past\\|VerbForm=Fin`, `Gender=Masc\\|Number=Plur\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Gender=Masc\\|NumType=Ord\\|Number=Sing\\|POS=ADJ`, `Gender=Masc\\|NumType=Ord\\|Number=Plur\\|POS=ADJ`, `Gender=Masc\\|Number=Plur\\|POS=DET\\|PronType=Dem`, `Gender=Masc\\|Number=Sing\\|POS=AUX\\|Tense=Past\\|VerbForm=Part`, `Number=Sing\\|POS=DET\\|PronType=Tot`, `Gender=Fem\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=1\\|Tense=Pres\\|VerbForm=Fin`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Pres\\|VerbForm=Fin`, `Degree=Cmp\\|Number=Plur\\|POS=ADJ`, `POS=AUX\\|VerbForm=Ger`, `Gender=Fem\\|POS=NOUN`, `Gender=Fem\\|NumType=Ord\\|Number=Sing\\|POS=ADJ`, `AdvType=Tim\\|POS=ADJ`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Past\\|VerbForm=Fin`, `Gender=Fem\\|Number=Sing\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PrepCase=Npr\\|PronType=Prs`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Imp\\|VerbForm=Fin`, `Gender=Fem\\|Number=Plur\\|POS=ADJ\\|VerbForm=Part`, `Gender=Fem\\|Number=Plur\\|POS=DET\\|PronType=Dem`, `Gender=Masc\\|Number=Sing\\|POS=PRON\\|Poss=Yes\\|PronType=Int,Rel`, `Number=Sing\\|POS=PRON\\|PronType=Int,Rel`, `POS=ADJ`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=1\\|Tense=Imp\\|VerbForm=Fin`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Imp\\|VerbForm=Fin`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Imp\\|VerbForm=Fin`, `Mood=Sub\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `Gender=Fem\\|Number=Plur\\|POS=DET\\|PronType=Tot`, `Case=Acc,Nom\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Mood=Sub\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Pres\\|VerbForm=Fin`, `Definite=Ind\\|Gender=Fem\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Acc,Nom\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Pres\\|VerbForm=Fin`, `Case=Acc\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PrepCase=Npr\\|PronType=Prs`, `Gender=Fem\\|Number=Sing\\|POS=PRON\\|PronType=Dem`, `Mood=Cnd\\|Number=Sing\\|POS=VERB\\|Person=1\\|VerbForm=Fin`, `Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Tot`, `Number=Plur\\|POS=PRON\\|PronType=Ind`, `Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Ind`, `Case=Dat\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `POS=PART`, `Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Ind`, `Number=Sing\\|POS=DET\\|PronType=Ind`, `Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=DET\\|PronType=Ind`, `Mood=Cnd\\|Number=Plur\\|POS=AUX\\|Person=3\\|VerbForm=Fin`, `NumForm=Digit\\|POS=SYM`, `Mood=Imp\\|Number=Sing\\|POS=VERB\\|Person=2\\|VerbForm=Fin`, `Case=Dat\\|Number=Sing\\|POS=VERB\\|Person=3\\|PronType=Prs\\|VerbForm=Inf`, `Gender=Fem\\|Number=Plur\\|POS=PRON\\|PronType=Dem`, `Mood=Cnd\\|Number=Sing\\|POS=AUX\\|Person=1\\|VerbForm=Fin`, `NumForm=Digit\\|NumType=Frac\\|POS=NUM`, `Gender=Fem\\|Number=Sing\\|POS=PRON\\|Poss=Yes\\|PronType=Int,Rel`, `Mood=Sub\\|Number=Sing\\|POS=AUX\\|Person=1\\|Tense=Pres\\|VerbForm=Fin`, `Mood=Sub\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Imp\\|VerbForm=Fin`, `Gender=Fem\\|Number=Sing\\|Number[psor]=Plur\\|POS=DET\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Case=Acc,Dat\\|Number=Plur\\|POS=PRON\\|Person=1\\|PrepCase=Npr\\|PronType=Prs`, `Definite=Ind\\|Gender=Masc\\|Number=Plur\\|POS=DET\\|PronType=Art`, `POS=PUNCT\\|PunctType=Colo`, `Mood=Sub\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `Mood=Imp\\|Number=Plur\\|POS=VERB\\|Person=3\\|VerbForm=Fin`, `Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Neg`, `Gender=Masc\\|Number=Sing\\|POS=PRON\\|PronType=Dem`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PrepCase=Npr\\|PronType=Prs`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PrepCase=Npr\\|PronType=Prs`, `Gender=Fem\\|Number=Plur\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=AUX\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Number=Sing\\|POS=PRON\\|PronType=Neg`, `POS=PUNCT\\|PunctType=Semi`, `Case=Dat\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Number=Sing\\|POS=PRON\\|PronType=Ind`, `Mood=Sub\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Imp\\|VerbForm=Fin`, `Case=Acc,Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `POS=INTJ`, `Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=PRON\\|PronType=Dem`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Fut\\|VerbForm=Fin`, `Degree=Sup\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=1\\|Tense=Pres\\|VerbForm=Fin`, `AdpType=Prep\\|POS=ADJ`, `Number=Plur\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `POS=PUNCT\\|PunctType=Dash`, `Mood=Cnd\\|Number=Plur\\|POS=VERB\\|Person=1\\|VerbForm=Fin`, `Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Neg`, `Gender=Fem\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Gender=Masc\\|Number=Sing\\|POS=PRON\\|PronType=Tot`, `Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Gender=Masc\\|POS=NOUN`, `Case=Acc,Dat\\|Number=Sing\\|POS=PRON\\|Person=1\\|PrepCase=Npr\\|PronType=Prs`, `Gender=Fem\\|NumType=Card\\|Number=Sing\\|POS=DET\\|PronType=Ind`, `Gender=Fem\\|NumType=Card\\|Number=Plur\\|POS=DET\\|PronType=Ind`, `Case=Acc,Dat\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes\\|VerbForm=Ger`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Imp\\|VerbForm=Fin`, `POS=NOUN\\|VerbForm=Inf`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=1\\|Tense=Imp\\|VerbForm=Fin`, `Mood=Sub\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Imp\\|VerbForm=Fin`, `Gender=Masc\\|Number=Sing\\|Number[psor]=Plur\\|POS=DET\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Mood=Sub\\|Number=Sing\\|POS=AUX\\|Person=1\\|Tense=Imp\\|VerbForm=Fin`, `Gender=Masc\\|Number=Plur\\|POS=PRON\\|Poss=Yes\\|PronType=Int,Rel`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Gender=Fem\\|NumType=Card\\|Number=Sing\\|POS=DET\\|PronType=Dem`, `Mood=Imp\\|Number=Sing\\|POS=VERB\\|Person=3\\|VerbForm=Fin`, `Mood=Sub\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Pres\\|VerbForm=Fin`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Fut\\|VerbForm=Fin`, `Gender=Masc\\|Number=Sing\\|POS=PRON\\|PronType=Neg`, `Case=Acc,Dat\\|Number=Plur\\|POS=VERB\\|Person=1\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Past\\|VerbForm=Fin`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Past\\|VerbForm=Fin`, `Degree=Abs\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Number=Sing\\|Number[psor]=Sing\\|POS=DET\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Case=Acc,Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Mood=Imp\\|Number=Sing\\|POS=AUX\\|Person=3\\|VerbForm=Fin`, `Mood=Sub\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `Gender=Masc\\|Number=Sing\\|POS=DET\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Tot`, `POS=DET\\|PronType=Ind`, `POS=DET\\|PronType=Int,Rel`, `AdvType=Tim\\|POS=ADV`, `Mood=Cnd\\|Number=Sing\\|POS=AUX\\|Person=3\\|VerbForm=Fin`, `POS=PUNCT\\|PunctSide=Ini\\|PunctType=Qest`, `POS=PUNCT\\|PunctSide=Fin\\|PunctType=Qest`, `Number=Plur\\|Number[psor]=Sing\\|POS=DET\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=DET\\|PronType=Ind`, `Mood=Cnd\\|Number=Plur\\|POS=VERB\\|Person=3\\|VerbForm=Fin`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Ger`, `Degree=Abs\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Acc,Dat\\|Number=Plur\\|POS=PRON\\|Person=1\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes`, `Mood=Sub\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Imp\\|VerbForm=Fin`, `Case=Acc,Dat\\|Number=Sing\\|POS=PRON\\|Person=1\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes`, `POS=PUNCT\\|PunctSide=Ini\\|PunctType=Excl`, `POS=PUNCT\\|PunctSide=Fin\\|PunctType=Excl`, `Mood=Cnd\\|Number=Sing\\|POS=VERB\\|Person=3\\|VerbForm=Fin`, `Case=Acc,Dat\\|Mood=Imp\\|Number=Sing\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes\\|VerbForm=Fin`, `Gender=Fem\\|Number=Sing\\|POS=PRON\\|PronType=Tot`, `Gender=Masc\\|Number=Plur\\|Number[psor]=Plur\\|POS=DET\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Mood=Imp\\|Number=Plur\\|POS=VERB\\|Person=1\\|VerbForm=Fin`, `Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=PRON\\|PronType=Ind`, `Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `Gender=Masc\\|Number=Plur\\|POS=PRON\\|PronType=Dem`, `Case=Dat\\|Number=Plur\\|POS=VERB\\|Person=3\\|PronType=Prs\\|VerbForm=Inf`, `Degree=Abs\\|Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=DET\\|PronType=Ind`, `Case=Acc\\|Number=Sing\\|POS=PRON\\|Person=1\\|PrepCase=Pre\\|PronType=Prs`, `Case=Acc,Dat\\|Mood=Imp\\|Number=Plur\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes\\|VerbForm=Fin`, `Definite=Ind\\|Gender=Fem\\|NumType=Card\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Gender=Fem\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Mood=Sub\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Imp\\|VerbForm=Fin`, `Gender=Fem\\|Number=Plur\\|Number[psor]=Plur\\|POS=DET\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `POS=SCONJ\\|PronType=Int,Rel`, `Case=Acc\\|POS=PRON\\|Person=3\\|PrepCase=Pre\\|PronType=Prs\\|Reflex=Yes`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=2\\|Tense=Pres\\|VerbForm=Fin`, `Case=Acc,Dat\\|Number=Sing\\|POS=VERB\\|Person=1\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `NumType=Card\\|Number=Sing\\|POS=DET\\|PronType=Ind`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Imp\\|VerbForm=Fin`, `Case=Acc,Dat\\|Number=Sing\\|POS=PRON\\|Person=2\\|PrepCase=Npr\\|PronType=Prs`, `Case=Acc,Nom\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Number=Sing\\|POS=DET\\|PronType=Dem`, `Mood=Sub\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Imp\\|VerbForm=Fin`, `POS=SYM`, `Gender=Fem\\|Number=Sing\\|POS=PRON\\|PronType=Neg`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Ger`, `Degree=Sup\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Number=Sing\\|Number[psor]=Sing\\|POS=DET\\|Person=2\\|Poss=Yes\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|Mood=Imp\\|Number=Sing\\|POS=VERB\\|Person=2,3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Fin`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=1\\|Tense=Fut\\|VerbForm=Fin`, `Gender=Masc\\|Number=Sing\\|Number[psor]=Sing\\|POS=PRON\\|Person=1\\|Poss=Yes\\|PronType=Ind`, `Case=Acc,Nom\\|Number=Sing\\|POS=PRON\\|Person=2\\|Polite=Form\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Ger`, `Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=PRON\\|PronType=Int,Rel`, `Gender=Fem\\|NumType=Card\\|Number=Plur\\|POS=PRON\\|PronType=Ind`, `Case=Acc,Dat\\|Number=Plur\\|POS=VERB\\|Person=1\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Ger`, `Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=2\\|Tense=Pres\\|VerbForm=Fin`, `Mood=Cnd\\|Number=Sing\\|POS=VERB\\|Person=2\\|VerbForm=Fin`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Fut\\|VerbForm=Fin`, `Mood=Cnd\\|Number=Plur\\|POS=AUX\\|Person=1\\|VerbForm=Fin`, `NumType=Card\\|Number=Plur\\|POS=PRON\\|PronType=Ind`, `Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=DET\\|PronType=Dem`, `Degree=Abs\\|Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Ind`, `Gender=Fem\\|Number=Plur\\|POS=PRON\\|Poss=Yes\\|PronType=Int,Rel`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=1\\|Tense=Past\\|VerbForm=Fin`, `Case=Acc,Nom\\|Number=Plur\\|POS=PRON\\|Person=2\\|Polite=Form\\|PronType=Prs`, `Mood=Imp\\|Number=Sing\\|POS=AUX\\|Person=2\\|VerbForm=Fin`, `Case=Acc,Dat\\|Number=Sing\\|POS=VERB\\|Person=2\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Gender=Fem\\|Number=Sing\\|Number[psor]=Sing\\|POS=PRON\\|Person=2\\|Poss=Yes\\|PronType=Ind`, `NumType=Card\\|Number=Sing\\|POS=NUM`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=2\\|Tense=Past\\|VerbForm=Fin`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=2\\|Tense=Imp\\|VerbForm=Fin`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=2\\|Tense=Pres\\|VerbForm=Fin`, `Case=Com\\|Number=Sing\\|POS=PRON\\|Person=2\\|PrepCase=Pre\\|PronType=Prs`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=2\\|Tense=Imp\\|VerbForm=Fin`, `Case=Acc,Dat\\|Number=Sing\\|POS=PRON\\|Person=2\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes`, `Case=Acc\\|Number=Sing\\|POS=PRON\\|Person=2\\|PrepCase=Pre\\|PronType=Prs`, `Mood=Cnd\\|Number=Sing\\|POS=AUX\\|Person=2\\|VerbForm=Fin`, `Mood=Sub\\|Number=Sing\\|POS=AUX\\|Person=2\\|Tense=Pres\\|VerbForm=Fin`, `Number=Sing\\|POS=NOUN\\|VerbForm=Fin`, `Case=Acc,Dat\\|Mood=Imp\\|Number=Plur,Sing\\|POS=VERB\\|Person=1,2\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Fin`, `Case=Acc,Dat\\|Mood=Imp\\|Number=Sing\\|POS=VERB\\|Person=2\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes\\|VerbForm=Fin`, `Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=2\\|Tense=Fut\\|VerbForm=Fin`, `Gender=Fem\\|NumType=Card\\|Number=Sing\\|POS=DET\\|PronType=Int,Rel`, `Mood=Sub\\|Number=Sing\\|POS=VERB\\|Person=2\\|Tense=Pres\\|VerbForm=Fin`, `Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=2\\|Tense=Fut\\|VerbForm=Fin`, `Gender=Fem\\|Number=Plur\\|POS=PRON\\|PronType=Tot`, `Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=DET\\|PronType=Int,Rel`, `Case=Dat\\|Number=Sing\\|POS=VERB\\|Person=3\\|PronType=Prs\\|VerbForm=Ger`, `Number=Sing\\|POS=VERB\\|VerbForm=Fin`, `POS=VERB\\|VerbForm=Fin`, `Degree=Abs\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Degree=Abs\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Acc,Dat\\|POS=AUX\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes\\|VerbForm=Ger`, `Gender=Masc\\|Number=Sing\\|Number[psor]=Plur\\|POS=PRON\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `AdpType=Prep\\|Degree=Cmp\\|POS=ADV`, `Mood=Sub\\|Number=Plur\\|POS=AUX\\|Person=1\\|Tense=Imp\\|VerbForm=Fin`, `Gender=Fem\\|NumType=Card\\|Number=Plur\\|POS=DET\\|PronType=Dem`, `Definite=Ind\\|Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Degree=Sup\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Number=Plur\\|POS=PRON\\|PronType=Dem`, `Case=Acc,Dat\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=2\\|PrepCase=Npr\\|PronType=Prs`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Ger`, `Gender=Masc\\|Number=Sing\\|POS=AUX\\|VerbForm=Fin`, `Case=Acc,Dat\\|POS=AUX\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes\\|VerbForm=Inf`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=1\\|Tense=Past\\|VerbForm=Fin`, `Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=DET\\|PronType=Int,Rel`, `Gender=Masc\\|Number=Plur\\|POS=DET\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Case=Acc,Dat\\|Mood=Imp\\|Number=Sing\\|POS=VERB\\|Person=1,3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Fin`, `Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=PRON\\|PronType=Int,Rel`, `Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Gender=Masc\\|Number=Sing\\|Number[psor]=Sing\\|POS=DET\\|Person=1\\|Poss=Yes\\|PronType=Ind`, `Mood=Ind\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `Case=Acc,Dat\\|Number=Plur\\|POS=PRON\\|Person=2\\|PrepCase=Npr\\|PronType=Prs`, `Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=PRON\\|PronType=Dem`, `Gender=Fem\\|Number=Sing\\|POS=DET\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Mood=Sub\\|Number=Plur\\|POS=VERB\\|Person=2\\|Tense=Pres\\|VerbForm=Fin`, `Mood=Sub\\|Number=Plur\\|POS=AUX\\|Person=1\\|Tense=Pres\\|VerbForm=Fin`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=1\\|Tense=Fut\\|VerbForm=Fin`, `Number=Sing\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Case=Acc,Dat\\|Number=Sing\\|POS=VERB\\|Person=2\\|PrepCase=Npr\\|PronType=Prs\\|PunctType=Quot\\|VerbForm=Inf`, `Case=Com\\|POS=PRON\\|Person=3\\|PrepCase=Pre\\|PronType=Prs\\|Reflex=Yes`, `NumForm=Digit\\|NumType=Frac\\|POS=SYM`, `Case=Dat\\|Number=Sing\\|POS=AUX\\|Person=3\\|PronType=Prs\\|VerbForm=Inf`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=AUX\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Gender=Fem\\|NumType=Card\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `Gender=Masc\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin`, `Case=Acc,Dat\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=1\\|PrepCase=Npr\\|PronType=Prs`, `Gender=Fem\\|Number=Sing\\|Number[psor]=Sing\\|POS=PRON\\|Person=1\\|Poss=Yes\\|PronType=Ind`, `Case=Acc,Dat\\|Number=Plur\\|POS=VERB\\|Person=2\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Number=Sing\\|POS=PRON\\|PronType=Tot`, `Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=2\\|Tense=Pres\\|VerbForm=Fin`, `Case=Dat\\|Number=Plur\\|POS=VERB\\|Person=3\\|PronType=Prs\\|VerbForm=Ger`, `NumType=Card\\|Number=Plur\\|POS=DET\\|PronType=Ind`, `POS=PRON\\|PronType=Dem`, `POS=AUX\\|VerbForm=Fin`, `Gender=Fem\\|NumType=Card\\|Number=Plur\\|POS=PRON\\|PronType=Int,Rel`, `Gender=Fem\\|Number=Sing\\|Number[psor]=Plur\\|POS=DET\\|Person=2\\|Poss=Yes\\|PronType=Prs`, `Gender=Fem\\|Number=Plur\\|Number[psor]=Plur\\|POS=PRON\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=AUX\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=AUX\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `AdvType=Tim\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Gender=Fem\\|Number=Sing\\|Number[psor]=Plur\\|POS=PRON\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Gender=Fem\\|NumType=Card\\|Number=Sing\\|POS=PRON\\|PronType=Dem`, `Gender=Fem\\|Number=Sing\\|Number[psor]=Sing\\|POS=DET\\|Person=1\\|Poss=Yes\\|PronType=Ind`, `Gender=Masc\\|Number=Sing\\|Number[psor]=Sing\\|POS=PRON\\|Person=2\\|Poss=Yes\\|PronType=Ind`, `Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Gender=Masc\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Gender=Masc\\|Number=Sing\\|POS=NOUN\\|VerbForm=Part`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=AUX\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Ger`, `Gender=Masc\\|Number=Sing\\|POS=DET\\|Person=3\\|Poss=Yes\\|PronType=Ind`, `Case=Acc,Dat\\|Number=Sing\\|POS=VERB\\|Person=1\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Ger`, `Case=Acc\\|Gender=Masc\\|Mood=Imp\\|Number=Plur\\|POS=VERB\\|Person=1,3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Fin`, `Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Case=Com\\|Number=Sing\\|POS=PRON\\|Person=1\\|PrepCase=Pre\\|PronType=Prs`, `POS=X`, `Case=Com\\|POS=PRON\\|Person=3\\|PronType=Prs\\|Reflex=Yes`, `POS=ADP`, `Case=Acc\\|Gender=Masc\\|Mood=Imp\\|Number=Plur,Sing\\|POS=VERB\\|Person=1,3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Fin`, `Case=Acc,Dat\\|Number=Sing\\|POS=AUX\\|Person=1\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Inf`, `Case=Acc\\|Gender=Masc\\|Mood=Imp\\|Number=Sing\\|POS=VERB\\|Person=3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Fin`, `Mood=Imp\\|Number=Plur\\|POS=VERB\\|Person=2\\|VerbForm=Fin`, `Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=2\\|Poss=Yes\\|PronType=Ind`, `Case=Dat\\|Mood=Imp\\|Number=Sing\\|POS=VERB\\|Person=3\\|PronType=Prs\\|VerbForm=Fin`, `Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Case=Acc,Dat\\|Mood=Imp\\|Number=Sing\\|POS=VERB\\|Person=2,3\\|PrepCase=Npr\\|PronType=Prs\\|VerbForm=Fin`, `Gender=Fem\\|Number=Plur\\|POS=DET\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Case=Acc,Dat\\|Number=Plur\\|POS=VERB\\|Person=1\\|PrepCase=Npr\\|PronType=Prs\\|Reflex=Yes\\|VerbForm=Ger`, `Gender=Fem\\|Number=Plur\\|Number[psor]=Plur\\|POS=DET\\|Person=2\\|Poss=Yes\\|PronType=Prs`, `Number=Plur\\|Number[psor]=Sing\\|POS=DET\\|Person=2\\|Poss=Yes\\|PronType=Prs`, `POS=NOUN\\|PunctType=Comm`, `Degree=Cmp\\|POS=ADJ`, `Gender=Masc\\|POS=ADJ`, `Degree=Abs\\|Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=PRON\\|PronType=Ind`, `POS=PRON\\|PronType=Neg`, `Gender=Fem\\|Number=Sing\\|POS=DET\\|Person=3\\|Poss=Yes\\|PronType=Ind`, `Number=Sing\\|POS=DET\\|PronType=Int,Rel` \|
	\| `parser` \| `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `expl:pass`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` \|
	\| `senter` \| `I`, `S` \|
	\| `ner` \| `LOC`, `MISC`, `ORG`, `PER` \|

	</details>

	### Accuracy

	\| Type \| Score \|
	\| --- \| --- \|
	\| `TOKEN_ACC` \| 100.00 \|
	\| `TAG_ACC` \| 97.58 \|
	\| `POS_ACC` \| 98.50 \|
	\| `MORPH_ACC` \| 98.04 \|
	\| `LEMMA_ACC` \| 98.53 \|
	\| `DEP_UAS` \| 91.18 \|
	\| `DEP_LAS` \| 88.17 \|
	\| `SENTS_P` \| 97.16 \|
	\| `SENTS_R` \| 98.61 \|
	\| `SENTS_F` \| 97.88 \|
	\| `ENTS_P` \| 89.43 \|
	\| `ENTS_R` \| 89.66 \|
	\| `ENTS_F` \| 89.54 \|