sv_udv25_swedishtalbanken_trf / README.md

Adriane Boyd

Add sv_udv25_swedishtalbanken_trf-0.0.1

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	---
	tags:
	- spacy
	- token-classification
	language:
	- sv
	license: cc-by-sa-4.0
	model-index:
	- name: sv_udv25_swedishtalbanken_trf
	results:
	- task:
	name: TAG
	type: token-classification
	metrics:
	- name: TAG (XPOS) Accuracy
	type: accuracy
	value: 0.9786647611
	- task:
	name: POS
	type: token-classification
	metrics:
	- name: POS (UPOS) Accuracy
	type: accuracy
	value: 0.9882605145
	- task:
	name: MORPH
	type: token-classification
	metrics:
	- name: Morph (UFeats) Accuracy
	type: accuracy
	value: 0.979685586
	- task:
	name: LEMMA
	type: token-classification
	metrics:
	- name: Lemma Accuracy
	type: accuracy
	value: 0.9736654078
	- task:
	name: UNLABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Unlabeled Attachment Score (UAS)
	type: f_score
	value: 0.9213699406
	- task:
	name: LABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Labeled Attachment Score (LAS)
	type: f_score
	value: 0.8938579111
	- task:
	name: SENTS
	type: token-classification
	metrics:
	- name: Sentences F-Score
	type: f_score
	value: 0.9801587302
	---
	UD v2.5 benchmarking pipeline for UD_Swedish-Talbanken

	\| Feature \| Description \|
	\| --- \| --- \|
	\| Name \| `sv_udv25_swedishtalbanken_trf` \|
	\| Version \| `0.0.1` \|
	\| spaCy \| `>=3.2.1,<3.3.0` \|
	\| Default Pipeline \| `experimental_char_ner_tokenizer`, `transformer`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` \|
	\| Components \| `experimental_char_ner_tokenizer`, `transformer`, `senter`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` \|
	\| Vectors \| 0 keys, 0 unique vectors (0 dimensions) \|
	\| Sources \| [Universal Dependencies v2.5](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105) (Zeman, Daniel; et al.) \|
	\| License \| `CC BY-SA 4.0` \|
	\| Author \| [Explosion](https://explosion.ai) \|

	### Label Scheme

	<details>

	<summary>View label scheme (1206 labels for 6 components)</summary>

	\| Component \| Labels \|
	\| --- \| --- \|
	\| `experimental_char_ner_tokenizer` \| `TOKEN` \|
	\| `senter` \| `I`, `S` \|
	\| `tagger` \| `AB`, `AB\\|AN`, `AB\\|KOM`, `AB\\|POS`, `AB\\|SMS`, `AB\\|SUV`, `DT\\|NEU\\|SIN\\|DEF`, `DT\\|NEU\\|SIN\\|IND`, `DT\\|NEU\\|SIN\\|IND/DEF`, `DT\\|UTR/NEU\\|PLU\\|DEF`, `DT\\|UTR/NEU\\|PLU\\|IND`, `DT\\|UTR/NEU\\|PLU\\|IND/DEF`, `DT\\|UTR/NEU\\|SIN/PLU\\|IND`, `DT\\|UTR/NEU\\|SIN\\|DEF`, `DT\\|UTR/NEU\\|SIN\\|IND`, `DT\\|UTR\\|SIN\\|DEF`, `DT\\|UTR\\|SIN\\|IND`, `DT\\|UTR\\|SIN\\|IND/DEF`, `HA`, `HD\\|NEU\\|SIN\\|IND`, `HD\\|UTR/NEU\\|PLU\\|IND`, `HD\\|UTR\\|SIN\\|IND`, `HP\\|-\\|-\\|-`, `HP\\|NEU\\|SIN\\|IND`, `HP\\|UTR/NEU\\|PLU\\|IND`, `HP\\|UTR\\|SIN\\|IND`, `HS\\|DEF`, `IE`, `IN`, `JJ`, `JJ\\|AN`, `JJ\\|KOM\\|UTR/NEU\\|SIN/PLU\\|IND/DEF\\|NOM`, `JJ\\|POS\\|MAS\\|SIN\\|DEF\\|GEN`, `JJ\\|POS\\|MAS\\|SIN\\|DEF\\|NOM`, `JJ\\|POS\\|NEU\\|SIN\\|IND/DEF\\|NOM`, `JJ\\|POS\\|NEU\\|SIN\\|IND\\|NOM`, `JJ\\|POS\\|UTR/NEU\\|PLU\\|IND/DEF\\|GEN`, `JJ\\|POS\\|UTR/NEU\\|PLU\\|IND/DEF\\|NOM`, `JJ\\|POS\\|UTR/NEU\\|PLU\\|IND\\|NOM`, `JJ\\|POS\\|UTR/NEU\\|SIN/PLU\\|IND/DEF\\|NOM`, `JJ\\|POS\\|UTR/NEU\\|SIN\\|DEF\\|NOM`, `JJ\\|POS\\|UTR\\|-\\|-\\|SMS`, `JJ\\|POS\\|UTR\\|SIN\\|IND/DEF\\|NOM`, `JJ\\|POS\\|UTR\\|SIN\\|IND\\|GEN`, `JJ\\|POS\\|UTR\\|SIN\\|IND\\|NOM`, `JJ\\|SUV\\|MAS\\|SIN\\|DEF\\|NOM`, `JJ\\|SUV\\|UTR/NEU\\|PLU\\|DEF\\|NOM`, `JJ\\|SUV\\|UTR/NEU\\|SIN/PLU\\|DEF\\|NOM`, `JJ\\|SUV\\|UTR/NEU\\|SIN/PLU\\|IND\\|NOM`, `KN`, `MAD`, `MID`, `NN`, `NN\\|-\\|-\\|-\\|-`, `NN\\|AN`, `NN\\|NEU\\|-\\|-\\|SMS`, `NN\\|NEU\\|PLU\\|DEF\\|GEN`, `NN\\|NEU\\|PLU\\|DEF\\|NOM`, `NN\\|NEU\\|PLU\\|IND\\|GEN`, `NN\\|NEU\\|PLU\\|IND\\|NOM`, `NN\\|NEU\\|SIN\\|DEF\\|GEN`, `NN\\|NEU\\|SIN\\|DEF\\|NOM`, `NN\\|NEU\\|SIN\\|IND`, `NN\\|NEU\\|SIN\\|IND\\|GEN`, `NN\\|NEU\\|SIN\\|IND\\|NOM`, `NN\\|SMS`, `NN\\|UTR\\|-\\|-\\|-`, `NN\\|UTR\\|-\\|-\\|SMS`, `NN\\|UTR\\|PLU\\|DEF\\|GEN`, `NN\\|UTR\\|PLU\\|DEF\\|NOM`, `NN\\|UTR\\|PLU\\|IND\\|GEN`, `NN\\|UTR\\|PLU\\|IND\\|NOM`, `NN\\|UTR\\|SIN\\|DEF\\|GEN`, `NN\\|UTR\\|SIN\\|DEF\\|NOM`, `NN\\|UTR\\|SIN\\|IND\\|GEN`, `NN\\|UTR\\|SIN\\|IND\\|NOM`, `PAD`, `PC\\|PRF\\|NEU\\|SIN\\|IND\\|NOM`, `PC\\|PRF\\|UTR/NEU\\|PLU\\|IND/DEF\\|GEN`, `PC\\|PRF\\|UTR/NEU\\|PLU\\|IND/DEF\\|NOM`, `PC\\|PRF\\|UTR/NEU\\|SIN\\|DEF\\|NOM`, `PC\\|PRF\\|UTR\\|SIN\\|IND\\|NOM`, `PC\\|PRS\\|UTR/NEU\\|SIN/PLU\\|IND/DEF\\|NOM`, `PL`, `PM`, `PM\\|GEN`, `PM\\|NOM`, `PM\\|SMS`, `PN\\|MAS\\|SIN\\|DEF\\|SUB/OBJ`, `PN\\|NEU\\|SIN\\|DEF`, `PN\\|NEU\\|SIN\\|DEF\\|SUB/OBJ`, `PN\\|NEU\\|SIN\\|IND\\|SUB/OBJ`, `PN\\|UTR/NEU\\|PLU\\|DEF\\|OBJ`, `PN\\|UTR/NEU\\|PLU\\|DEF\\|SUB`, `PN\\|UTR/NEU\\|PLU\\|DEF\\|SUB/OBJ`, `PN\\|UTR/NEU\\|PLU\\|IND\\|SUB/OBJ`, `PN\\|UTR/NEU\\|SIN/PLU\\|DEF\\|OBJ`, `PN\\|UTR\\|PLU\\|DEF\\|OBJ`, `PN\\|UTR\\|PLU\\|DEF\\|SUB`, `PN\\|UTR\\|SIN\\|DEF\\|NOM`, `PN\\|UTR\\|SIN\\|DEF\\|OBJ`, `PN\\|UTR\\|SIN\\|DEF\\|SUB`, `PN\\|UTR\\|SIN\\|DEF\\|SUB/OBJ`, `PN\\|UTR\\|SIN\\|IND\\|NOM`, `PN\\|UTR\\|SIN\\|IND\\|SUB`, `PN\\|UTR\\|SIN\\|IND\\|SUB/OBJ`, `PP`, `PS\\|NEU\\|SIN\\|DEF`, `PS\\|UTR/NEU\\|PLU\\|DEF`, `PS\\|UTR/NEU\\|SIN/PLU\\|DEF`, `PS\\|UTR\\|SIN\\|DEF`, `RG\\|NEU\\|SIN\\|IND\\|NOM`, `RG\\|NOM`, `RG\\|SMS`, `RG\\|UTR\\|SIN\\|IND\\|NOM`, `RO\\|MAS\\|SIN\\|IND/DEF\\|NOM`, `RO\\|NOM`, `SN`, `UO`, `VB\\|AN`, `VB\\|IMP\\|AKT`, `VB\\|IMP\\|SFO`, `VB\\|INF\\|AKT`, `VB\\|INF\\|SFO`, `VB\\|KON\\|PRS\\|AKT`, `VB\\|KON\\|PRT\\|AKT`, `VB\\|PRS\\|AKT`, `VB\\|PRS\\|SFO`, `VB\\|PRT\\|AKT`, `VB\\|PRT\\|SFO`, `VB\\|SUP\\|AKT`, `VB\\|SUP\\|SFO` \|
	\| `morphologizer` \| `Case=Nom\\|Definite=Ind\\|Degree=Pos\\|Gender=Com\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=NOUN`, `POS=ADP`, `Case=Nom\\|Definite=Ind\\|Gender=Com\\|Number=Plur\\|POS=NOUN`, `Case=Nom\\|Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=NOUN`, `Mood=Ind\\|POS=VERB\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Pass`, `POS=PUNCT`, `Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Prs`, `Mood=Ind\\|POS=VERB\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Abbr=Yes\\|POS=ADV`, `POS=SCONJ`, `POS=ADV`, `Case=Nom\\|Definite=Ind\\|Gender=Com\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Mood=Ind\\|POS=AUX\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `POS=PART`, `POS=VERB\\|VerbForm=Inf`, `Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Prs`, `Number=Plur\\|POS=DET\\|PronType=Tot`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Degree=Pos\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `POS=CCONJ`, `Definite=Def\\|Number=Plur\\|POS=DET\\|PronType=Art`, `POS=PRON\\|PronType=Rel`, `Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Dem`, `Degree=Pos\\|POS=ADV`, `Definite=Def\\|Number=Plur\\|POS=DET\\|PronType=Dem`, `Case=Nom\\|Definite=Ind\\|Degree=Pos\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Definite=Def\\|Degree=Pos\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `POS=VERB\\|VerbForm=Sup\\|Voice=Act`, `Case=Nom\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `POS=PART\\|Polarity=Neg`, `Case=Nom\\|Degree=Pos\\|POS=ADJ`, `Case=Gen\\|Definite=Ind\\|Gender=Com\\|Number=Plur\\|POS=NOUN`, `Degree=Cmp\\|POS=ADV`, `POS=VERB\\|VerbForm=Inf\\|Voice=Pass`, `Case=Nom\\|Definite=Ind\\|Degree=Pos\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Definite=Def\\|Gender=Com\\|Number=Plur\\|POS=NOUN`, `Degree=Sup\\|POS=ADV`, `Case=Nom\\|NumType=Card\\|POS=NUM`, `Abbr=Yes\\|POS=NOUN`, `Case=Nom\\|Definite=Def\\|Degree=Sup\\|POS=ADJ`, `Case=Gen\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Mood=Imp\\|POS=VERB\\|VerbForm=Fin\\|Voice=Act`, `POS=VERB\\|VerbForm=Inf\\|Voice=Act`, `Case=Nom\\|Definite=Def\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Mood=Ind\\|POS=VERB\\|Tense=Pres\\|VerbForm=Fin`, `Case=Gen\\|Definite=Ind\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `POS=AUX\\|VerbForm=Inf\\|Voice=Act`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=ADJ\\|Tense=Past\\|VerbForm=Part`, `Case=Nom\\|Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Prs`, `Case=Nom\\|Number=Plur\\|POS=ADJ\\|Tense=Past\\|VerbForm=Part`, `POS=AUX\\|VerbForm=Sup\\|Voice=Act`, `Case=Acc\\|Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Rcp`, `POS=VERB\\|VerbForm=Sup\\|Voice=Pass`, `Mood=Ind\\|POS=AUX\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Definite=Def\\|Degree=Pos\\|Number=Sing\\|POS=ADJ`, `Case=Nom\\|Degree=Cmp\\|POS=ADJ`, `Definite=Ind\\|Number=Sing\\|POS=DET\\|PronType=Tot`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Case=Nom\\|Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=ADJ\\|Tense=Past\\|VerbForm=Part`, `Definite=Ind\\|POS=DET\\|PronType=Ind`, `Case=Nom\\|Definite=Def\\|Number=Sing\\|POS=ADJ\\|Tense=Past\\|VerbForm=Part`, `Case=Nom\\|POS=ADJ\\|Tense=Pres\\|VerbForm=Part`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Ind`, `Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Dem`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Art`, `Mood=Ind\\|POS=VERB\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Case=Acc\\|Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Prs`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Int`, `Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|Poss=Yes\\|PronType=Prs`, `Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|Poss=Yes\\|PronType=Prs`, `Case=Nom\\|Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Prs`, `Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Dem`, `Definite=Def\\|Number=Plur\\|POS=PRON\\|Poss=Yes\\|PronType=Prs`, `Case=Acc\\|Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Prs`, `Case=Nom\\|Definite=Def\\|Degree=Sup\\|Number=Plur\\|POS=ADJ`, `Case=Nom\\|Degree=Pos\\|Gender=Com\\|Number=Sing\\|POS=ADJ`, `Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Tot`, `Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Dem`, `Case=Gen\\|Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=NOUN`, `POS=NOUN`, `Case=Nom\\|POS=ADJ`, `Case=Nom\\|Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `Definite=Ind\\|Number=Plur\\|POS=PRON\\|PronType=Tot`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Ind`, `Definite=Ind\\|Number=Plur\\|POS=PRON\\|PronType=Ind`, `Definite=Def\\|POS=PRON\\|Poss=Yes\\|PronType=Ind`, `Case=Gen\\|Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Gender=Com\\|POS=NOUN`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Tot`, `Case=Gen\\|Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=NOUN`, `Case=Acc\\|Definite=Def\\|POS=PRON\\|PronType=Prs`, `Definite=Def\\|POS=PRON\\|Poss=Yes\\|PronType=Prs`, `Case=Nom\\|POS=PROPN`, `Case=Nom\\|Number=Plur\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Case=Nom\\|Definite=Def\\|Gender=Com\\|Number=Plur\\|POS=PRON\\|PronType=Prs`, `Definite=Def\\|Number=Plur\\|POS=DET\\|PronType=Prs`, `Case=Gen\\|Number=Plur\\|POS=ADJ\\|Tense=Past\\|VerbForm=Part`, `Case=Acc\\|Definite=Def\\|Gender=Com\\|Number=Plur\\|POS=PRON\\|PronType=Prs`, `Definite=Ind\\|Number=Plur\\|POS=PRON\\|PronType=Rel`, `Mood=Ind\\|POS=VERB\\|Tense=Past\\|VerbForm=Fin`, `Definite=Ind\\|Number=Plur\\|POS=PRON\\|PronType=Int`, `Number=Plur\\|POS=DET\\|PronType=Ind`, `Case=Gen\\|POS=PROPN`, `POS=PROPN`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Int`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Tot`, `Gender=Neut\\|POS=NOUN`, `Case=Gen\\|Definite=Def\\|Gender=Com\\|Number=Plur\\|POS=NOUN`, `Definite=Ind\\|Number=Plur\\|POS=DET\\|PronType=Int`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Neg`, `POS=VERB\\|VerbForm=Sup`, `Case=Gen\\|Definite=Def\\|Gender=Neut\\|Number=Plur\\|POS=NOUN`, `Mood=Ind\\|POS=VERB\\|Tense=Past\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|NumType=Card\\|Number=Sing\\|POS=NUM`, `Foreign=Yes\\|POS=NOUN`, `Foreign=Yes\\|POS=ADJ`, `Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `Definite=Ind\\|Number=Plur\\|POS=DET\\|PronType=Ind`, `POS=SYM`, `Case=Nom\\|Degree=Pos\\|Gender=Neut\\|Number=Sing\\|POS=ADJ`, `Definite=Def\\|Number=Sing\\|POS=DET\\|PronType=Tot`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Int`, `Case=Nom\\|Definite=Ind\\|Degree=Sup\\|POS=ADJ`, `Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Dem`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Neg`, `Mood=Sub\\|POS=AUX\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `Degree=Pos\\|Gender=Com\\|POS=ADJ`, `Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `Case=Nom\\|Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Case=Nom\\|Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=VERB\\|Tense=Past\\|VerbForm=Part`, `Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Ind`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Prs`, `Definite=Ind\\|POS=DET\\|PronType=Prs`, `Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Prs`, `Definite=Def\\|POS=PRON\\|Poss=Yes\\|PronType=Rel`, `Case=Gen\\|Degree=Pos\\|Number=Plur\\|POS=ADJ`, `Definite=Def\\|Number=Plur\\|POS=PRON\\|Poss=Yes\\|PronType=Ind`, `Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Prs`, `Abbr=Yes\\|POS=ADJ`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Rel`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Rel`, `NumType=Card\\|POS=NUM`, `POS=INTJ`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Int`, `Degree=Sup\\|POS=ADV\\|Polarity=Neg`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Tot`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Prs`, `Definite=Def\\|POS=PRON\\|Poss=Yes\\|PronType=Int`, `POS=ADV\\|Polarity=Neg`, `Definite=Ind\\|Number=Sing\\|POS=DET\\|PronType=Ind`, `POS=ADJ`, `Case=Nom\\|Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Prs`, `Case=Gen\\|Definite=Def\\|Degree=Pos\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Tot`, `Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Tot`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Neg`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Definite=Ind\\|Number=Plur\\|POS=DET\\|PronType=Neg`, `Case=Nom\\|Definite=Def\\|Degree=Sup\\|Gender=Masc\\|Number=Sing\\|POS=ADJ`, `Definite=Def\\|Gender=Masc\\|Number=Sing\\|POS=PRON\\|PronType=Dem`, `Definite=Def\\|Gender=Neut\\|Number=Sing\\|POS=PRON\\|PronType=Tot`, `Definite=Ind\\|Gender=Neut\\|Number=Sing\\|POS=DET\\|PronType=Neg`, `Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Prs`, `Mood=Imp\\|POS=VERB\\|VerbForm=Fin\\|Voice=Pass`, `Case=Nom\\|Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Ind`, `Case=Acc\\|Definite=Def\\|POS=PRON\\|PronType=Ind`, `Foreign=Yes\\|POS=ADP`, `Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=DET\\|PronType=Prs`, `Definite=Def\\|POS=PRON\\|Poss=Yes\\|PronType=Dem`, `Abbr=Yes\\|Mood=Imp\\|POS=VERB\\|VerbForm=Fin\\|Voice=Act`, `Mood=Sub\\|POS=VERB\\|Tense=Pres\\|VerbForm=Fin\\|Voice=Act`, `Case=Nom\\|Definite=Ind\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Rel`, `Foreign=Yes\\|POS=CCONJ`, `POS=DET\\|PronType=Art`, `Definite=Ind\\|Number=Sing\\|POS=DET\\|PronType=Prs`, `Definite=Ind\\|Number=Plur\\|POS=DET\\|PronType=Tot`, `Case=Nom\\|Definite=Def\\|Gender=Com\\|Number=Sing\\|POS=PRON\\|PronType=Ind`, `Case=Nom\\|Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Rel`, `Case=Acc\\|Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Tot`, `Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Prs`, `Case=Gen\\|Definite=Ind\\|Degree=Pos\\|Gender=Com\\|Number=Sing\\|POS=ADJ`, `Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Tot`, `Degree=Pos\\|POS=ADV\\|Polarity=Neg`, `Mood=Sub\\|POS=VERB\\|Tense=Past\\|VerbForm=Fin\\|Voice=Act`, `POS=PRON\\|PronType=Ind`, `Definite=Ind\\|POS=DET\\|PronType=Neg`, `Definite=Ind\\|Number=Plur\\|POS=PRON\\|PronType=Neg`, `POS=CCONJ\\|Polarity=Neg`, `Case=Nom\\|Gender=Masc\\|Number=Sing\\|POS=NOUN`, `Case=Acc\\|Gender=Fem\\|Number=Sing\\|POS=NOUN`, `Case=Nom\\|Definite=Def\\|Number=Plur\\|POS=PRON\\|PronType=Tot`, `Definite=Def\\|Number=Plur\\|POS=DET\\|PronType=Tot`, `Mood=Imp\\|POS=AUX\\|VerbForm=Fin\\|Voice=Act`, `Foreign=Yes\\|POS=ADV`, `Definite=Def\\|POS=PRON\\|Poss=Yes\\|PronType=Rcp`, `Case=Acc\\|Definite=Def\\|POS=PRON\\|Polarity=Neg\\|PronType=Ind` \|
	\| `parser` \| `ROOT`, `acl`, `acl:cleft`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `compound:prt`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `discourse`, `dislocated`, `expl`, `fixed`, `flat:name`, `iobj`, `list`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `orphan`, `parataxis`, `punct`, `xcomp` \|
	\| `experimental_edit_tree_lemmatizer` \| `1`, `2`, `4`, `6`, `8`, `10`, `13`, `15`, `17`, `18`, `20`, `22`, `24`, `27`, `30`, `32`, `34`, `37`, `39`, `41`, `43`, `45`, `47`, `50`, `54`, `56`, `60`, `62`, `64`, `66`, `68`, `70`, `72`, `0`, `73`, `76`, `77`, `79`, `81`, `83`, `85`, `87`, `88`, `90`, `92`, `94`, `97`, `99`, `102`, `104`, `105`, `107`, `108`, `109`, `110`, `111`, `112`, `114`, `116`, `117`, `119`, `120`, `122`, `123`, `125`, `126`, `129`, `130`, `131`, `134`, `139`, `140`, `141`, `143`, `146`, `148`, `149`, `151`, `153`, `155`, `157`, `158`, `160`, `162`, `164`, `166`, `167`, `169`, `173`, `176`, `178`, `179`, `181`, `182`, `183`, `184`, `186`, `189`, `193`, `195`, `197`, `198`, `199`, `203`, `204`, `205`, `206`, `207`, `208`, `209`, `210`, `212`, `215`, `217`, `218`, `219`, `222`, `224`, `225`, `227`, `229`, `232`, `233`, `234`, `236`, `238`, `240`, `241`, `243`, `246`, `248`, `249`, `250`, `252`, `255`, `257`, `260`, `262`, `264`, `265`, `266`, `269`, `271`, `274`, `276`, `278`, `279`, `281`, `282`, `285`, `286`, `288`, `290`, `292`, `293`, `295`, `296`, `298`, `300`, `301`, `302`, `303`, `304`, `305`, `306`, `307`, `309`, `311`, `312`, `315`, `316`, `317`, `319`, `322`, `323`, `324`, `326`, `329`, `331`, `333`, `334`, `335`, `337`, `339`, `341`, `342`, `343`, `345`, `347`, `348`, `350`, `351`, `353`, `354`, `356`, `357`, `359`, `360`, `362`, `363`, `365`, `369`, `372`, `374`, `377`, `378`, `380`, `381`, `383`, `384`, `386`, `388`, `389`, `390`, `392`, `395`, `397`, `398`, `399`, `401`, `402`, `403`, `404`, `405`, `406`, `407`, `408`, `410`, `411`, `412`, `413`, `414`, `415`, `418`, `419`, `420`, `421`, `423`, `424`, `425`, `426`, `428`, `430`, `431`, `432`, `433`, `434`, `436`, `440`, `442`, `444`, `446`, `448`, `449`, `453`, `454`, `457`, `458`, `459`, `460`, `462`, `463`, `464`, `466`, `468`, `469`, `471`, `472`, `474`, `475`, `478`, `479`, `480`, `481`, `482`, `483`, `486`, `487`, `488`, `489`, `490`, `492`, `494`, `495`, `498`, `500`, `501`, `502`, `503`, `504`, `506`, `507`, `508`, `509`, `513`, `514`, `516`, `517`, `519`, `520`, `521`, `522`, `523`, `525`, `526`, `528`, `530`, `534`, `536`, `537`, `538`, `539`, `540`, `543`, `545`, `547`, `549`, `550`, `551`, `552`, `554`, `555`, `557`, `559`, `560`, `562`, `565`, `568`, `571`, `574`, `575`, `576`, `577`, `578`, `582`, `583`, `585`, `586`, `588`, `589`, `591`, `592`, `594`, `596`, `598`, `601`, `602`, `604`, `605`, `606`, `607`, `608`, `609`, `610`, `611`, `612`, `613`, `615`, `616`, `617`, `618`, `620`, `622`, `623`, `624`, `625`, `627`, `628`, `629`, `631`, `633`, `635`, `637`, `638`, `640`, `641`, `644`, `645`, `649`, `650`, `652`, `653`, `655`, `656`, `658`, `660`, `662`, `663`, `664`, `666`, `669`, `671`, `672`, `676`, `677`, `680`, `681`, `682`, `685`, `687`, `688`, `690`, `691`, `693`, `694`, `696`, `697`, `698`, `699`, `700`, `702`, `703`, `704`, `706`, `709`, `711`, `712`, `713`, `714`, `715`, `716`, `718`, `719`, `720`, `723`, `724`, `726`, `728`, `730`, `731`, `732`, `734`, `735`, `736`, `737`, `738`, `739`, `740`, `742`, `743`, `745`, `746`, `748`, `750`, `751`, `752`, `753`, `754`, `756`, `757`, `758`, `760`, `762`, `763`, `764`, `765`, `766`, `767`, `768`, `769`, `770`, `771`, `772`, `774`, `776`, `777`, `779`, `780`, `781`, `782`, `783`, `784`, `785`, `787`, `788`, `789`, `790`, `791`, `793`, `794`, `797`, `799`, `801`, `802`, `803`, `806`, `808`, `809`, `810`, `812`, `813`, `815`, `816`, `817`, `819`, `820`, `822`, `824`, `825`, `826`, `828`, `829`, `832`, `833`, `835`, `837`, `839`, `840`, `841`, `842`, `843`, `845`, `846`, `849`, `851`, `854`, `857`, `858`, `861`, `862`, `863`, `865`, `866`, `867`, `868`, `869`, `870`, `871`, `873`, `875`, `876`, `878`, `880`, `883`, `884`, `887`, `888`, `889`, `890`, `891`, `893`, `894`, `897`, `898`, `529`, `900`, `901`, `902`, `903`, `904`, `905`, `906`, `909`, `911`, `913`, `914`, `915`, `916`, `918`, `919`, `920`, `922`, `923`, `925`, `926`, `927`, `928`, `929`, `931`, `932`, `934`, `936`, `938`, `939`, `940`, `941`, `942`, `943`, `944`, `945`, `946`, `947`, `948`, `949`, `950`, `952`, `953`, `954`, `956`, `957`, `958`, `959`, `961`, `962`, `965`, `967`, `968`, `970`, `971`, `972`, `973`, `976`, `977`, `979`, `982`, `983`, `984`, `985`, `986`, `988`, `989`, `990`, `993`, `994`, `996`, `998`, `999`, `1001`, `1002`, `1003`, `1005`, `1006`, `1007`, `1009`, `1010`, `1012`, `1016`, `1018`, `1020`, `1021`, `1023`, `1024`, `1026`, `1027`, `1029`, `1030`, `1031`, `1032`, `1033`, `1034`, `1036`, `1037`, `1038`, `1040`, `1042`, `1044`, `223`, `1045`, `1046`, `1049`, `1052`, `1054`, `1057`, `1058`, `1061`, `1062`, `1063`, `1064`, `1065`, `1067`, `1068`, `1069`, `1070`, `1071`, `1072`, `1074`, `1077`, `1079`, `1080`, `1081`, `1083`, `1084`, `1086`, `1087`, `1088`, `1090`, `1092`, `1093`, `1094`, `1095`, `1096`, `1097`, `1098`, `1099`, `1100`, `1102`, `1105`, `1106`, `1107`, `1109`, `1110`, `1111`, `1112`, `1113`, `1114`, `1115`, `1116`, `1117`, `1118`, `1121`, `1123`, `1126`, `1128`, `1129`, `1130`, `1131`, `1132`, `1133`, `1135`, `1136`, `1137`, `1138`, `1139`, `1141`, `1142`, `1143`, `1144`, `1145`, `1148`, `1149`, `1150`, `1152`, `1154`, `1155`, `1157`, `1158`, `1159`, `1160`, `1162`, `1163`, `1164`, `1166`, `1167`, `1168`, `1170`, `1173`, `1174`, `1176`, `1178`, `1179`, `1180`, `1182`, `1183`, `1184`, `1186`, `1187`, `1188`, `1191`, `1192`, `1193`, `1194`, `1195`, `1196`, `1197`, `1198`, `1199`, `1200`, `1201`, `1203`, `1204`, `1206`, `1207`, `1209`, `1211`, `1212`, `1213`, `1214`, `1215`, `1216`, `1218`, `1219`, `1220`, `1221`, `1224`, `1225`, `1227`, `1228`, `1229`, `1231`, `1232`, `1233`, `1235`, `1237`, `1240`, `1243`, `1246`, `1248`, `1249`, `1251`, `1252`, `1254`, `1257`, `1258`, `1260`, `1263`, `1264`, `1265`, `1267`, `1269`, `1270`, `1272`, `1273`, `1275`, `1276`, `1278`, `1280`, `1281`, `1282`, `1284`, `297`, `1285`, `1287`, `1289`, `1291`, `1292`, `1293`, `1294`, `1295`, `1297`, `1299`, `1301`, `1303`, `1305`, `1308`, `1309`, `1310`, `1312` \|

	</details>

	### Accuracy

	\| Type \| Score \|
	\| --- \| --- \|
	\| `TOKEN_F` \| 99.95 \|
	\| `TOKEN_P` \| 99.95 \|
	\| `TOKEN_R` \| 99.96 \|
	\| `TOKEN_ACC` \| 99.99 \|
	\| `SENTS_F` \| 98.02 \|
	\| `SENTS_P` \| 98.02 \|
	\| `SENTS_R` \| 98.02 \|
	\| `TAG_ACC` \| 97.87 \|
	\| `POS_ACC` \| 98.83 \|
	\| `MORPH_ACC` \| 97.97 \|
	\| `DEP_UAS` \| 92.14 \|
	\| `DEP_LAS` \| 89.39 \|
	\| `LEMMA_ACC` \| 97.37 \|