el_core_news_md / README.md

Update spaCy pipeline

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	---
	tags:
	- spacy
	- token-classification
	language:
	- el
	license: CC-BY-NC-SA-3.0
	model-index:
	- name: el_core_news_md
	results:
	- tasks:
	name: NER
	type: token-classification
	metrics:
	- name: Precision
	type: precision
	value: 0.7975206612
	- name: Recall
	type: recall
	value: 0.8109243697
	- name: F Score
	type: f_score
	value: 0.8041666667
	- tasks:
	name: POS
	type: token-classification
	metrics:
	- name: Accuracy
	type: accuracy
	value: 0.9331952867
	- tasks:
	name: SENTER
	type: token-classification
	metrics:
	- name: Precision
	type: precision
	value: 0.935483871
	- name: Recall
	type: recall
	value: 0.935483871
	- name: F Score
	type: f_score
	value: 0.935483871
	- tasks:
	name: UNLABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Accuracy
	type: accuracy
	value: 0.8805625755
	- tasks:
	name: LABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Accuracy
	type: accuracy
	value: 0.8805625755
	---
	### Details: https://spacy.io/models/el#el_core_news_md

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

	\| Feature \| Description \|
	\| --- \| --- \|
	\| Name \| `el_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 Greek GDT v2.5](https://github.com/UniversalDependencies/UD_Greek-GDT) (Prokopidis, Prokopis)<br />[Greek NER Corpus (Google Summer of Code 2018)](https://github.com/eellak/gsoc2018-spacy) (Giannis Daras)<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 \| `CC BY-NC-SA 3.0` \|
	\| Author \| [Explosion](https://explosion.ai) \|

	### Label Scheme

	<details>

	<summary>View label scheme (396 labels for 4 components)</summary>

	\| Component \| Labels \|
	\| --- \| --- \|
	\| `morphologizer` \| `Case=Nom\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Foreign=Yes\\|POS=X`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `POS=ADP`, `Case=Acc\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Art`, `NumType=Card\\|POS=NUM`, `POS=NOUN`, `POS=ADV`, `POS=PUNCT`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=ADP`, `Case=Gen\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Case=Gen\\|Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Acc\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Nom\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=ADP`, `Case=Acc\\|Gender=Neut\\|NumType=Ord\\|Number=Sing\\|POS=NUM`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `POS=CCONJ`, `Case=Nom\\|Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Acc\\|Gender=Neut\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Case=Acc\\|Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `POS=AUX`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|VerbForm=Fin\\|Voice=Pass`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=ADP`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PROPN`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Gen\\|Gender=Neut\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Case=Gen\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=ADP`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Acc\\|Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=ADP`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=PROPN`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Definite=Def\\|Gender=Neut\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Case=Gen\\|Gender=Neut\\|Number=Plur\\|POS=PROPN`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Aspect=Imp\\|POS=VERB\\|VerbForm=Conv\\|Voice=Act`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=ADP`, `Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=PROPN`, `Case=Acc\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Definite=Def\\|Gender=Neut\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Gender=Neut\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Nom\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Degree=Cmp\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Gen\\|Definite=Def\\|Gender=Masc\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Gen\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Nom\\|Gender=Neut\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `POS=SCONJ`, `Case=Nom\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Definite=Def\\|Gender=Fem\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|VerbForm=Fin\\|Voice=Act`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=PROPN`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Acc\\|Gender=Fem\\|NumType=Ord\\|Number=Sing\\|POS=NUM`, `Case=Gen\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Acc\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Aspect=Perf\\|POS=VERB\\|VerbForm=Inf\\|Voice=Pass`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Definite=Def\\|Gender=Neut\\|Number=Plur\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Gen\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Aspect=Perf\\|POS=VERB\\|VerbForm=Inf\\|Voice=Act`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PROPN`, `Aspect=Perf\\|Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PROPN`, `POS=PART`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Nom\\|Degree=Cmp\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Acc\\|Degree=Cmp\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Gen\\|Gender=Fem\\|NumType=Ord\\|Number=Sing\\|POS=NUM`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|VerbForm=Fin\\|Voice=Pass`, `Case=Gen\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Abbr=Yes\\|POS=NOUN`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=3\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PROPN`, `Case=Gen\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Voc\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Case=Nom\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=1\\|Poss=Yes\\|PronType=Prs`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Degree=Cmp\\|POS=ADV`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Case=Gen\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Nom\\|Gender=Fem\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Case=Gen\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Acc\\|Gender=Neut\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Aspect=Perf\\|Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Gen\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|NumType=Ord\\|Number=Sing\\|POS=NUM`, `Case=Gen\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Gender=Masc\\|NumType=Ord\\|Number=Sing\\|POS=NUM`, `Case=Gen\\|Definite=Ind\\|Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Gender=Fem\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Case=Voc\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Case=Gen\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Gen\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Voc\\|Gender=Fem\\|Number=Plur\\|POS=NOUN`, `Case=Voc\\|Gender=Masc\\|Number=Plur\\|POS=NOUN`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Int`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Gen\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Gen\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Gen\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|Poss=Yes\\|PronType=Prs`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|VerbForm=Fin\\|Voice=Pass`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=2\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=2\\|Poss=Yes\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Acc\\|Degree=Cmp\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Case=Acc\\|Degree=Cmp\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Aspect=Perf\\|Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=1\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Nom\\|Degree=Cmp\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Gen\\|Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Case=Acc\\|Gender=Fem\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Case=Acc\\|Gender=Masc\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Case=Acc\\|Degree=Cmp\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=PROPN`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Aspect=Perf\\|Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Gen\\|Gender=Fem\\|NumType=Card\\|Number=Plur\\|POS=NUM`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=PROPN`, `Aspect=Perf\\|Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Nom\\|Degree=Sup\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Degree=Cmp\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=2\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=2\\|VerbForm=Fin\\|Voice=Act`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=2\\|VerbForm=Fin\\|Voice=Pass`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Int`, `Aspect=Perf\\|Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Abbr=Yes\\|POS=ADV`, `Case=Acc\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Case=Nom\\|Gender=Neut\\|NumType=Ord\\|Number=Plur\\|POS=NUM`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Dat\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=1\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Acc\\|Degree=Cmp\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Gen\\|Degree=Cmp\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Case=Gen\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Aspect=Perf\\|Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Dat\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Gen\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Acc\\|Degree=Sup\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Gen\\|Gender=Neut\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Case=Gen\\|Degree=Cmp\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Degree=Cmp\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Gender=Neut\\|Number=Plur\\|POS=PROPN`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Dat\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Aspect=Perf\\|Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Acc\\|Gender=Fem\\|NumType=Sets\\|Number=Plur\\|POS=NUM`, `Aspect=Imp\\|POS=AUX\\|VerbForm=Conv\\|Voice=Act`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Gender=Fem\\|NumType=Ord\\|Number=Sing\\|POS=NUM`, `Case=Nom\\|Gender=Fem\\|NumType=Sets\\|Number=Plur\\|POS=NUM`, `Case=Acc\\|Gender=Neut\\|Number=Plur\\|POS=PROPN`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Aspect=Perf\\|Mood=Imp\\|Number=Plur\\|POS=VERB\\|Person=2\\|VerbForm=Fin\\|Voice=Act`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Voc\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Case=Voc\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Case=Gen\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Nom\\|Degree=Cmp\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Gender=Masc\\|NumType=Ord\\|Number=Sing\\|POS=NUM`, `Aspect=Perf\\|Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Case=Gen\\|Degree=Sup\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=1\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Gender=Neut\\|NumType=Ord\\|Number=Sing\\|POS=NUM`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=1\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Gender=Neut\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Gen\\|Degree=Cmp\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Aspect=Imp\\|Mood=Ind\\|Number=Sing\\|POS=AUX\\|Person=1\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Degree=Sup\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=1\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Case=Dat\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Gen\\|Gender=Fem\\|NumType=Sets\\|Number=Plur\\|POS=NUM`, `Aspect=Perf\\|Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=2\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=2\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Int`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=2\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Gender=Neut\\|NumType=Ord\\|Number=Plur\\|POS=NUM`, `Case=Nom\\|Definite=Ind\\|Gender=Masc\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Dem`, `Case=Gen\\|Degree=Sup\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Gender=Fem\\|NumType=Ord\\|Number=Plur\\|POS=NUM`, `Case=Nom\\|Gender=Fem\\|NumType=Ord\\|Number=Plur\\|POS=NUM`, `Case=Gen\\|Degree=Cmp\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Degree=Sup\\|Gender=Fem\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Degree=Sup\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Gender=Masc\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Case=Acc\\|Gender=Fem\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Case=Nom\\|Degree=Sup\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Int`, `Case=Acc\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Gen\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Aspect=Perf\\|Case=Gen\\|Gender=Fem\\|Number=Plur\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Nom\\|Gender=Fem\\|NumType=Mult\\|Number=Sing\\|POS=NUM`, `Case=Acc\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Acc\\|Gender=Masc\\|NumType=Mult\\|Number=Sing\\|POS=NUM`, `Case=Nom\\|Degree=Sup\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Acc\\|Degree=Cmp\\|Gender=Masc\\|Number=Plur\\|POS=ADJ`, `Case=Gen\\|Degree=Cmp\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Int`, `Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Degree=Sup\\|POS=ADV`, `Aspect=Perf\\|Mood=Ind\\|Number=Sing\\|POS=VERB\\|Person=2\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Degree=Sup\\|Gender=Fem\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Gender=Fem\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Case=Gen\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Gen\\|Gender=Fem\\|Number=Plur\\|POS=PROPN`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=3\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=2\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Gen\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Nom\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Int`, `Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `POS=SYM`, `Case=Gen\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Rel`, `Case=Nom\\|Gender=Masc\\|NumType=Ord\\|Number=Plur\\|POS=NUM`, `Case=Nom\\|Gender=Fem\\|Number=Plur\\|POS=PROPN`, `Aspect=Perf\\|Case=Nom\\|Gender=Neut\\|Number=Sing\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Ind,Rel`, `Aspect=Perf\\|Case=Gen\\|Gender=Masc\\|Number=Plur\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=AUX\\|Person=2\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Aspect=Perf\\|Case=Nom\\|Gender=Neut\\|Number=Plur\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Acc\\|Gender=Neut\\|NumType=Mult\\|Number=Sing\\|POS=NUM`, `Case=Acc\\|Degree=Sup\\|Gender=Neut\\|Number=Plur\\|POS=ADJ`, `Aspect=Perf\\|Case=Acc\\|Gender=Masc\\|Number=Plur\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Person=2\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Int`, `Case=Gen\\|Gender=Neut\\|NumType=Ord\\|Number=Sing\\|POS=NUM`, `Aspect=Perf\\|Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=VERB\\|VerbForm=Part\\|Voice=Pass`, `Case=Dat\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Ind`, `Case=Gen\\|Gender=Fem\\|NumType=Ord\\|Number=Plur\\|POS=NUM`, `Case=Dat\\|Definite=Def\\|Gender=Fem\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Gen\\|Degree=Cmp\\|Gender=Masc\\|Number=Sing\\|POS=ADJ` \|
	\| `parser` \| `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `parataxis`, `punct`, `vocative`, `xcomp` \|
	\| `senter` \| `I`, `S` \|
	\| `ner` \| `EVENT`, `GPE`, `LOC`, `ORG`, `PERSON`, `PRODUCT` \|

	</details>

	### Accuracy

	\| Type \| Score \|
	\| --- \| --- \|
	\| `TOKEN_ACC` \| 100.00 \|
	\| `TAG_ACC` \| 93.32 \|
	\| `POS_ACC` \| 96.32 \|
	\| `MORPH_ACC` \| 90.78 \|
	\| `LEMMA_ACC` \| 56.48 \|
	\| `DEP_UAS` \| 88.06 \|
	\| `DEP_LAS` \| 84.33 \|
	\| `SENTS_P` \| 93.55 \|
	\| `SENTS_R` \| 93.55 \|
	\| `SENTS_F` \| 93.55 \|
	\| `ENTS_P` \| 79.75 \|
	\| `ENTS_R` \| 81.09 \|
	\| `ENTS_F` \| 80.42 \|