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	---
	tags:
	- spacy
	- token-classification
	language:
	- tl
	license: mit
	model-index:
	- name: tl_spacy_baseline
	results:
	- task:
	name: TAG
	type: token-classification
	metrics:
	- name: TAG (XPOS) Accuracy
	type: accuracy
	value: 0.8990585695
	- task:
	name: POS
	type: token-classification
	metrics:
	- name: POS (UPOS) Accuracy
	type: accuracy
	value: 0.9450171298
	- task:
	name: MORPH
	type: token-classification
	metrics:
	- name: Morph (UFeats) Accuracy
	type: accuracy
	value: 0.944367452
	- task:
	name: LEMMA
	type: token-classification
	metrics:
	- name: Lemma Accuracy
	type: accuracy
	value: 0.8907525339
	- task:
	name: UNLABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Unlabeled Attachment Score (UAS)
	type: f_score
	value: 0.8283543458
	- task:
	name: LABELED_DEPENDENCIES
	type: token-classification
	metrics:
	- name: Labeled Attachment Score (LAS)
	type: f_score
	value: 0.7610257434
	- task:
	name: SENTS
	type: token-classification
	metrics:
	- name: Sentences F-Score
	type: f_score
	value: 0.9945634794
	datasets:
	- UD-Filipino/UD_Tagalog-NewsCrawl
	pipeline_tag: token-classification
	library_name: spacy
	---

	<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/634e20a0c1ce28f1de920cc4/k7SJny1M3lDa5CH_T1bp3.png" width="130" height="130" align="right" />

	# UD Parser (spaCy baseline)

	This is the spaCy baseline trained on [UD-NewsCrawl](https://huggingface.co/datasets/UD-Filipino/UD_Tagalog-NewsCrawl).
	It is trained using a transition-based parser based on [Honnibal and Johnson (2015)](https://aclanthology.org/D15-1162/) and can perform dependency parsing, lemmatization, and morphological annotation.
	The trainable lemmatizer is based on [Muller et al. (2015)](https://aclanthology.org/D15-1272/).
	More information can be found [in this blog post](https://explosion.ai/blog/edit-tree-lemmatizer).

	\| Feature \| Description \|
	\| --- \| --- \|
	\| Name \| `tl_spacy_baseline` \|
	\| Version \| `0.0.0` \|
	\| spaCy \| `>=3.8.2,<3.9.0` \|
	\| Default Pipeline \| `tok2vec`, `trainable_lemmatizer`, `morphologizer`, `tagger`, `parser` \|
	\| Components \| `tok2vec`, `trainable_lemmatizer`, `morphologizer`, `tagger`, `parser` \|
	\| Vectors \| 0 keys, 0 unique vectors (0 dimensions) \|
	\| Sources \| [UD_Tagalog-NewsCrawl](https://huggingface.co/datasets/UD-Filipino/UD_Tagalog-NewsCrawl) (Angelina A. Aquino and Lester James V. Miranda and Elsie Marie T. Or) \|
	\| License \| `MIT` \|
	\| Author \| [Lester James V. Miranda](https://ljvmiranda921.github.io) \|

	### Label Scheme

	<details>

	<summary>View label scheme (1103 labels for 3 components)</summary>

	\| Component \| Labels \|
	\| --- \| --- \|
	\| `morphologizer` \| `POS=PART`, `POS=PUNCT`, `POS=ADV\\|Polarity=Neg`, `POS=PART\\|PartType=Int`, `Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `POS=ADV`, `POS=ADJ`, `Case=Nom\\|POS=DET`, `POS=NOUN`, `Case=Gen\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Aspect=Imp\\|Mood=Ind\\|POS=VERB\\|Voice=Pass`, `POS=PROPN`, `POS=VERB`, `POS=NUM`, `POS=CCONJ`, `Case=Nom\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Gen\\|POS=ADP`, `Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Case=Loc\\|POS=ADP`, `Case=Dat\\|Number=Sing\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Case=Gen\\|Clusivity=Ex\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `POS=SCONJ`, `POS=ADV\\|PronType=Int`, `Case=Nom\\|Clusivity=Ex\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Aspect=Perf\\|Mood=Ind\\|POS=VERB\\|Voice=Act`, `POS=PART\\|Polite=Form`, `Aspect=Perf\\|Mood=Pot\\|POS=VERB\\|Voice=Lfoc`, `Case=Gen\\|Number=Plur\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Case=Gen\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs`, `POS=VERB\\|Polarity=Neg`, `Aspect=Perf\\|Mood=Ind\\|POS=VERB\\|Voice=Pass`, `POS=DET`, `NumType=Card\\|POS=NUM`, `Case=Dat\\|Number=Sing\\|POS=ADP`, `Aspect=Imp\\|Mood=Pot\\|POS=VERB\\|Voice=Act`, `Number=Plur\\|POS=DET`, `POS=PRON\\|PronType=Int`, `Aspect=Imp\\|Mood=Pot\\|POS=VERB\\|Voice=Pass`, `Case=Nom\\|Number=Plur\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=VERB\\|Voice=Lfoc`, `Case=Loc\\|Deixis=Prox\\|POS=PRON\\|PronType=Dem`, `Case=Nom\\|Number=Sing\\|POS=DET`, `Aspect=Imp\\|Mood=Ind\\|POS=VERB\\|Voice=Act`, `Case=Dat\\|Clusivity=In\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Gen\\|Number=Sing\\|POS=ADP`, `Aspect=Perf\\|Mood=Pot\\|POS=VERB\\|Voice=Pass`, `Case=Nom\\|Deixis=Prox\\|POS=PRON\\|PronType=Dem`, `Case=Dat\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `POS=PRON`, `Case=Nom\\|Deixis=Remt\\|POS=PRON\\|PronType=Dem`, `Case=Gen\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Gen\\|Number=Sing\\|POS=PRON\\|Person=2\\|PronType=Prs`, `POS=ADP`, `Case=Dat\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Gen\\|Clusivity=In\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Loc\\|POS=ADV\\|PronType=Int`, `Case=Loc\\|POS=PROPN`, `POS=SYM`, `POS=PROPN\\|PronType=Int`, `POS=PROPN\\|PartType=Int`, `Case=Gen\\|Deixis=Prox\\|POS=PRON\\|PronType=Dem`, `NumType=Ord\\|POS=ADJ`, `Aspect=Perf\\|Mood=Pot\\|POS=VERB\\|Voice=Act`, `Aspect=Perf\\|Mood=Ind\\|POS=NOUN\\|Voice=Pass`, `Aspect=Perf\\|Mood=Ind\\|POS=VERB\\|Typo=Yes\\|Voice=Act`, `Case=Gen\\|Number=Plur\\|POS=ADP`, `Aspect=Perf\\|Mood=Ind\\|POS=VERB\\|Voice=Bfoc`, `Case=Dat\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Nom\\|POS=PRON\\|PronType=Int`, `Aspect=Perf\\|Mood=Ind\\|POS=VERB\\|Voice=Lfoc`, `Case=Loc\\|Deixis=Remt\\|POS=PRON\\|PronType=Dem`, `Case=Gen\\|POS=PROPN`, `Case=Nom\\|Number=Plur\\|POS=DET`, `Aspect=Perf\\|Mood=Ind\\|POS=ADJ\\|Voice=Pass`, `NumType=Frac\\|POS=NUM`, `Case=Nom\\|Clusivity=In\\|Number=Dual\\|POS=PRON\\|Person=1\\|PronType=Prs`, `POS=INTJ`, `Case=Gen\\|POS=ADP\\|Typo=Yes`, `Aspect=Perf\\|Mood=Ind\\|POS=PRON\\|Voice=Act`, `Case=Nom\\|Deixis=Med\\|POS=PRON\\|PronType=Dem`, `Aspect=Perf\\|Mood=Ind\\|POS=VERB\\|Voice=Cau`, `Aspect=Imp\\|Mood=Ind\\|POS=VERB\\|Voice=Bfoc`, `Aspect=Imp\\|Mood=Pot\\|POS=VERB\\|Voice=Bfoc`, `Degree=Sup\\|POS=ADJ`, `Case=Loc\\|POS=NOUN\\|Typo=Yes`, `Case=Nom\\|Number=Sing\\|POS=DET\\|Typo=Yes`, `Aspect=Imp\\|Mood=Ind\\|POS=VERB\\|Voice=Lfoc`, `Case=Gen\\|Number=Sing\\|POS=PROPN`, `Case=Dat\\|Number=Plur\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Case=Loc\\|Deixis=Med\\|POS=PRON\\|PronType=Dem`, `Case=Dat\\|Number=Plur\\|POS=ADP`, `Case=Nom\\|Clusivity=In\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=VERB\\|Voice=Cau`, `NumType=Ord\\|POS=PROPN`, `POS=NOUN\\|Typo=Yes`, `POS=PROPN\\|Typo=Yes`, `Aspect=Imp\\|Mood=Ind\\|POS=VERB\\|Voice=Cau`, `Number=Plur\\|POS=PROPN`, `Aspect=Perf\\|Mood=Ind\\|POS=NOUN\\|Voice=Act`, `Case=Loc\\|Deixis=Prox\\|POS=SCONJ\\|PronType=Dem`, `Case=Loc\\|Deixis=Prox\\|POS=NOUN\\|PronType=Dem`, `NumType=Card\\|POS=ADV`, `Case=Nom\\|Deixis=Remt\\|POS=PROPN\\|PronType=Dem`, `Aspect=Imp\\|Mood=Pot\\|POS=NOUN\\|Voice=Act`, `Aspect=Imp\\|Mood=Pot\\|POS=ADV\\|Voice=Pass`, `Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|POS=ADJ\\|Person=1\\|PronType=Prs`, `NumType=Card\\|POS=PROPN`, `Case=Dat\\|Number=Sing\\|POS=NOUN\\|Person=1\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=PROPN\\|Voice=Pass`, `Deixis=Remt\\|POS=PROPN\\|PronType=Dem`, `Deixis=Remt\\|POS=PRON\\|PronType=Dem`, `Aspect=Perf\\|Mood=Ind\\|POS=PROPN\\|Voice=Pass`, `Aspect=Imp\\|Mood=Pot\\|POS=NOUN\\|Voice=Pass`, `POS=NOUN\\|PronType=Int`, `Case=Nom\\|POS=PRON\\|PronType=Ind`, `Aspect=Perf\\|Mood=Ind\\|POS=NOUN\\|Voice=Lfoc`, `Case=Gen\\|Number=Sing\\|POS=DET`, `Case=Gen\\|POS=SCONJ\\|Typo=Yes`, `Case=Gen\\|POS=PART`, `POS=VERB\\|Typo=Yes`, `Case=Gen\\|Number=Plur\\|POS=PRON\\|Person=2\\|PronType=Prs\\|Typo=Yes`, `POS=PART\\|Typo=Yes`, `Aspect=Perf\\|Mood=Ind\\|POS=PRON\\|Voice=Pass`, `NumType=Card\\|POS=NOUN`, `POS=SCONJ\\|Typo=Yes`, `Abbr=Yes\\|POS=ADJ`, `POS=ADV\\|Typo=Yes`, `Case=Gen\\|Deixis=Remt\\|POS=ADV\\|PronType=Dem`, `Number=Plur\\|POS=VERB`, `Aspect=Imp\\|Mood=Pot\\|Number=Plur\\|POS=VERB\\|Voice=Pass`, `POS=NUM\\|PronType=Int`, `POS=X`, `Abbr=Yes\\|POS=PROPN`, `Degree=Equ\\|POS=ADJ`, `Case=Dat\\|Number=Sing\\|POS=ADJ\\|Person=2\\|PronType=Prs`, `POS=CCONJ\\|Typo=Yes`, `Case=Gen\\|Number=Sing\\|POS=ADP\\|Typo=Yes`, `POS=ADJ\\|Typo=Yes`, `POS=PRON\\|PronType=Dem`, `NumType=Ord\\|POS=NUM`, `Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|POS=VERB\\|Person=1\\|PronType=Prs`, `Case=Nom\\|Number=Dual\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Case=Loc\\|Deixis=Prox\\|POS=ADV\\|PronType=Dem`, `Aspect=Perf\\|Mood=Ind\\|POS=VERB`, `POS=DET\\|Typo=Yes`, `Case=Loc\\|Deixis=Remt\\|POS=ADV\\|PronType=Dem`, `Aspect=Perf\\|Mood=Ind\\|POS=X`, `NumType=Ord\\|POS=ADV`, `Aspect=Imp\\|Mood=Pot\\|POS=SCONJ\\|Voice=Act`, `Case=Loc\\|POS=NOUN`, `Degree=Sup\\|POS=ADV`, `Case=Gen\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs\\|Typo=Yes`, `Case=Gen\\|POS=PART\\|Typo=Yes`, `Aspect=Perf\\|Mood=Ind\\|POS=VERB\\|Typo=Yes\\|Voice=Pass`, `Aspect=Imp\\|Mood=Pot\\|POS=VERB`, `Case=Dat\\|Number=Sing\\|POS=NOUN\\|Person=3\\|PronType=Prs`, `Number=Plur\\|POS=NOUN`, `Case=Dat\\|Number=Sing\\|POS=NOUN`, `Aspect=Imp\\|Mood=Pot\\|POS=NOUN\\|Voice=Bfoc`, `Case=Gen\\|Deixis=Remt\\|POS=PRON\\|PronType=Dem`, `Deixis=Med\\|POS=PRON\\|PronType=Dem`, `POS=PRON\\|PronType=Tot`, `Case=Nom\\|Number=Sing\\|POS=NOUN\\|Person=3\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=NOUN\\|Voice=Lfoc`, `NumType=Frac\\|POS=NOUN`, `NumType=Card\\|POS=ADJ`, `Case=Gen\\|Number=Sing\\|POS=PROPN\\|Person=2\\|PronType=Prs`, `Case=Nom\\|Number=Sing\\|POS=PROPN\\|Person=1\\|PronType=Prs`, `Case=Nom\\|POS=PROPN`, `Case=Gen\\|Number=Sing\\|POS=VERB`, `Deixis=Prox\\|POS=PRON\\|PronType=Dem`, `Aspect=Imp\\|Mood=Pot\\|POS=PROPN\\|Voice=Lfoc`, `Case=Nom\\|Deixis=Remt\\|POS=NOUN\\|PronType=Dem`, `Case=Dat\\|POS=ADP`, `Case=Loc\\|POS=VERB\\|PronType=Int`, `POS=PRON\\|Person=1`, `Aspect=Perf\\|Mood=Ind\\|POS=SCONJ\\|Voice=Pass`, `Degree=Sup\\|POS=VERB`, `Aspect=Imp\\|Mood=Ind\\|POS=SCONJ\\|Voice=Act`, `Case=Gen\\|Number=Plur\\|POS=NOUN\\|Person=2\\|PronType=Prs`, `Aspect=Imp\\|Mood=Ind\\|POS=NOUN\\|Voice=Act`, `Case=Gen\\|Number=Sing\\|POS=ADV\\|Person=2\\|PronType=Prs`, `Case=Loc\\|POS=NOUN\\|PronType=Int`, `Aspect=Imp\\|Mood=Pot\\|POS=ADP\\|Voice=Act`, `Case=Gen\\|Deixis=Prox\\|POS=ADV\\|PronType=Dem`, `Aspect=Imp\\|Mood=Ind\\|POS=ADV\\|Voice=Pass`, `POS=SCONJ\\|PronType=Int`, `Degree=Abs\\|POS=ADJ`, `Case=Gen\\|Clusivity=In\\|Number=Plur\\|POS=ADP\\|Person=1\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=ADJ\\|Voice=Pass`, `Aspect=Perf\\|Mood=Ind\\|POS=ADV\\|Voice=Act`, `NumType=Card\\|POS=NUM\\|PronType=Int`, `Aspect=Perf\\|Mood=Pot\\|POS=VERB\\|Voice=Cau`, `Aspect=Perf\\|Mood=Pot\\|POS=VERB\\|Voice=Bfoc`, `Aspect=Perf\\|Mood=Pot\\|POS=NOUN\\|Voice=Pass`, `Aspect=Imp\\|Mood=Pot\\|POS=ADV\\|Voice=Act`, `Deixis=Remt\\|POS=ADV\\|PronType=Dem`, `Deixis=Prox\\|POS=ADJ\\|PronType=Dem`, `Deixis=Prox\\|POS=ADV\\|PronType=Dem`, `Aspect=Imp\\|Mood=Ind\\|POS=NOUN\\|Voice=Lfoc`, `Case=Loc\\|POS=PART`, `Deixis=Remt\\|POS=VERB\\|PronType=Dem`, `Aspect=Imp\\|Mood=Pot\\|POS=ADJ\\|Voice=Lfoc`, `NumType=Card\\|POS=VERB`, `POS=ADP\\|Typo=Yes`, `Case=Nom\\|POS=PART\\|Typo=Yes`, `Case=Nom\\|Number=Plur\\|POS=PART`, `Aspect=Imp\\|Mood=Ind\\|POS=NOUN\\|Voice=Pass`, `NumType=Sets\\|POS=ADV`, `Case=Gen\\|Deixis=Remt\\|POS=SCONJ\\|PronType=Dem`, `Aspect=Imp\\|Mood=Ind\\|POS=NOUN\\|Voice=Bfoc`, `Case=Nom\\|Number=Sing\\|POS=PROPN\\|Person=3\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=ADJ\\|Voice=Act`, `Case=Nom\\|Deixis=Med\\|POS=VERB\\|PronType=Dem`, `Case=Nom\\|Number=Plur\\|POS=NOUN\\|Person=2\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=PRON\\|Voice=Act`, `Aspect=Imp\\|Mood=Ind\\|POS=PROPN\\|Voice=Act`, `Case=Dat\\|Number=Sing\\|POS=ADV\\|Person=3\\|PronType=Prs`, `Case=Loc\\|Deixis=Prox\\|POS=CCONJ\\|PronType=Dem`, `Case=Nom\\|POS=DET\\|Typo=Yes`, `Case=Loc\\|POS=PRON\\|PronType=Int`, `Case=Nom\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `POS=CCONJ\\|Polarity=Neg`, `Case=Loc\\|Deixis=Remt\\|POS=VERB\\|PronType=Dem`, `Case=Nom\\|POS=ADP`, `Degree=Sup\\|NumType=Ord\\|POS=ADJ`, `Degree=Cmp\\|POS=ADV`, `NumType=Dist\\|POS=ADV`, `Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Voice=Act`, `NumType=Dist\\|POS=ADJ`, `Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|POS=VERB\\|Voice=Act`, `Case=Dat\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs\\|Typo=Yes`, `Case=Gen\\|POS=DET\\|Typo=Yes`, `Case=Nom\\|Deixis=Prox\\|POS=PART\\|PronType=Dem`, `Case=Gen,Nom\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Gen\\|POS=SCONJ`, `Aspect=Perf\\|Mood=Pot\\|POS=VERB\\|Typo=Yes\\|Voice=Pass`, `Case=Gen\\|POS=NOUN`, `Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|POS=NOUN\\|Person=1\\|PronType=Prs`, `NumType=Ord\\|POS=ADJ\\|Typo=Yes`, `Case=Gen\\|Deixis=Prox\\|POS=PRON\\|PronType=Dem\\|Typo=Yes`, `NumType=Sets\\|POS=NUM`, `Aspect=Perf\\|Mood=Ind\\|POS=ADV\\|Voice=Pass`, `Abbr=Yes\\|Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs`, `POS=ADJ\\|Polarity=Neg`, `Case=Nom\\|POS=NOUN\\|PronType=Ind`, `NumType=Ord\\|POS=NOUN`, `POS=CCONJ\\|PartType=Int`, `Aspect=Perf\\|Mood=Ind\\|POS=X\\|Voice=Act`, `Case=Nom\\|Number=Dual\\|POS=NOUN\\|Person=2\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=VERB\\|Typo=Yes\\|Voice=Lfoc`, `Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=1\\|PronType=Prs\\|Typo=Yes`, `Case=Nom\\|Number=Sing\\|POS=NOUN\\|Person=1\\|PronType=Prs`, `NumType=Dist\\|POS=NUM`, `Number=Plur\\|POS=PRON\\|PronType=Ind`, `Case=Gen\\|Number=Sing\\|POS=NOUN\\|Person=1\\|PronType=Prs`, `Case=Nom\\|Deixis=Remt\\|POS=PRON\\|PronType=Dem\\|Typo=Yes`, `Case=Nom\\|Number=Sing\\|POS=ADV\\|Person=3\\|PronType=Prs`, `Case=Nom\\|Number=Sing\\|POS=ADP`, `Abbr=Yes\\|POS=NOUN`, `Case=Gen\\|Deixis=Remt\\|POS=ADP\\|PronType=Dem`, `POS=PRON\\|PronType=Ind`, `POS=VERB\\|Polarity=Neg\\|Typo=Yes`, `POS=ADP\\|Polarity=Neg`, `Case=Loc\\|POS=ADV\\|PronType=Int\\|Typo=Yes`, `Case=Nom\\|Deixis=Med\\|POS=PROPN\\|PronType=Dem`, `Case=Loc\\|Deixis=Remt\\|POS=NOUN\\|PronType=Dem`, `Case=Gen\\|Number=Plur\\|POS=NOUN\\|Person=3\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=VERB\\|Typo=Yes\\|Voice=Pass`, `Case=Nom\\|Clusivity=In\\|Number=Dual\\|POS=PRON\\|Person=1\\|PronType=Prs\\|Typo=Yes`, `Case=Gen\\|Number=Plur\\|POS=ADP\\|Person=3\\|PronType=Prs`, `Case=Gen\\|Deixis=Med\\|POS=PRON\\|PronType=Dem`, `Case=Nom\\|Clusivity=Ex\\|Number=Dual\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Number=Sing\\|POS=ADV`, `Case=Dat\\|POS=PRON\\|PronType=Int`, `Aspect=Imp\\|Mood=Ind\\|POS=PROPN\\|Voice=Pass`, `Aspect=Imp\\|Mood=Pot\\|POS=VERB\\|Typo=Yes\\|Voice=Act`, `Number=Plur\\|POS=PRON\\|PronType=Int`, `Case=Nom\\|POS=VERB`, `Case=Nom\\|POS=ADV\\|PronType=Ind`, `Aspect=Imp\\|Mood=Ind\\|POS=NUM\\|Voice=Act`, `Case=Nom\\|Number=Plur\\|POS=PROPN\\|Person=1\\|PronType=Prs`, `Aspect=Perf\\|Mood=Pot\\|POS=NOUN\\|Voice=Act`, `Case=Gen\\|Deixis=Prox\\|POS=ADP\\|PronType=Dem`, `POS=SCONJ\\|Polarity=Neg`, `Aspect=Imp\\|Mood=Ind\\|POS=ADJ\\|Voice=Act`, `Case=Loc\\|POS=ADP\\|Typo=Yes`, `NumType=Ord\\|POS=VERB`, `Case=Nom\\|POS=SCONJ`, `Aspect=Perf\\|Mood=Ind\\|NumType=Ord\\|POS=VERB\\|Voice=Act`, `Case=Nom\\|Clusivity=Ex\\|Number=Plur\\|POS=NOUN\\|Person=1\\|PronType=Prs`, `Degree=Cmp\\|POS=VERB`, `Case=Nom\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs\\|Typo=Yes`, `NumType=Sets\\|POS=NOUN`, `Aspect=Perf\\|Mood=Ind\\|POS=ADP\\|Voice=Act`, `Aspect=Imp\\|Mood=Pot\\|POS=PROPN\\|Voice=Act`, `Case=Dat\\|Number=Sing\\|POS=NOUN\\|Person=2\\|PronType=Prs`, `NumType=Ord\\|POS=INTJ`, `Case=Nom\\|Number=Plur\\|POS=ADJ\\|Person=2\\|PronType=Prs`, `Aspect=Imp\\|Mood=Pot\\|POS=ADP\\|Voice=Pass`, `Case=Nom\\|POS=ADV\\|PronType=Int`, `Degree=Sup\\|POS=NOUN`, `Case=Gen\\|Number=Sing\\|POS=PART`, `Aspect=Perf\\|Mood=Ind\\|POS=ADP\\|Voice=Pass`, `Number=Plur\\|POS=ADV`, `Case=Loc\\|Number=Plur\\|POS=ADP\\|Typo=Yes`, `Case=Nom\\|POS=ADV`, `Case=Gen\\|Number=Plur\\|POS=PROPN\\|Person=2\\|PronType=Prs`, `Case=Loc\\|POS=ADV`, `Case=Nom\\|Number=Plur\\|POS=NOUN\\|Person=1\\|PronType=Prs`, `POS=ADJ\\|PronType=Int`, `POS=NOUN\\|Polarity=Neg`, `POS=CCONJ\\|PronType=Int`, `Case=Gen\\|POS=ADV`, `POS=ADV\\|PronType=Ind`, `POS=PROPN\\|Polarity=Neg`, `Deixis=Prox\\|POS=VERB\\|PronType=Dem`, `Case=Nom\\|Number=Plur\\|POS=PRON\\|Person=2\\|PronType=Prs\\|Typo=Yes`, `Case=Loc\\|Deixis=Remt\\|POS=PROPN\\|PronType=Dem`, `Aspect=Imp\\|Mood=Pot\\|POS=SCONJ\\|Voice=Pass`, `Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|POS=NUM\\|Person=1\\|PronType=Prs`, `POS=PRON\\|PronType=Int\\|Typo=Yes`, `Aspect=Imp\\|Mood=Ind\\|POS=ADJ\\|Voice=Pass`, `Case=Loc\\|Deixis=Prox\\|POS=DET\\|PronType=Dem`, `Case=Dat,Loc\\|Number=Sing\\|POS=PRON\\|Person=2\\|PronType=Prs`, `Case=Gen\\|Number=Sing\\|POS=PRON\\|Person=3\\|PronType=Prs\\|Typo=Yes`, `Aspect=Perf\\|Case=Gen\\|Mood=Ind\\|POS=VERB\\|Typo=Yes\\|Voice=Cau`, `Case=Gen\\|Number=Plur\\|POS=PRON`, `Case=Nom\\|Deixis=Prox\\|POS=NUM\\|PronType=Dem`, `Case=Dat,Gen\\|Number=Plur\\|POS=PRON\\|Person=3\\|PronType=Prs`, `Case=Dat,Loc\\|Clusivity=In\\|Number=Plur\\|POS=PRON\\|Person=1\\|PronType=Prs`, `Case=Loc\\|POS=SCONJ\\|PronType=Int`, 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`NOUN__Aspect=Perf\\|Mood=Ind\\|Voice=Lfoc`, `NOUN__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `NOUN__Aspect=Perf\\|Mood=Pot\\|Voice=Act`, `NOUN__Aspect=Perf\\|Mood=Pot\\|Voice=Pass`, `NOUN__Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|Person=1\\|PronType=Prs`, `NOUN__Case=Dat\\|Clusivity=In\\|Number=Plur\\|Person=1\\|PronType=Prs`, `NOUN__Case=Dat\\|Number=Sing`, `NOUN__Case=Dat\\|Number=Sing\\|Person=1\\|PronType=Prs`, `NOUN__Case=Dat\\|Number=Sing\\|Person=2\\|PronType=Prs`, `NOUN__Case=Dat\\|Number=Sing\\|Person=3\\|PronType=Prs`, `NOUN__Case=Gen`, `NOUN__Case=Gen\\|Number=Plur\\|Person=2\\|PronType=Prs`, `NOUN__Case=Gen\\|Number=Sing\\|Person=1\\|PronType=Prs`, `NOUN__Case=Gen\\|Number=Sing\\|Person=3\\|PronType=Prs`, `NOUN__Case=Loc`, `NOUN__Case=Loc\\|Deixis=Prox\\|PronType=Dem`, `NOUN__Case=Loc\\|Deixis=Remt\\|PronType=Dem`, `NOUN__Case=Loc\\|PronType=Int`, `NOUN__Case=Loc\\|Typo=Yes`, `NOUN__Case=Nom\\|Deixis=Med\\|PronType=Dem`, `NOUN__Case=Nom\\|Deixis=Prox\\|PronType=Dem`, `NOUN__Case=Nom\\|Deixis=Remt\\|PronType=Dem`, `NOUN__Case=Nom\\|Number=Dual\\|Person=2\\|PronType=Prs`, `NOUN__Case=Nom\\|Number=Plur\\|Person=1\\|PronType=Prs`, `NOUN__Case=Nom\\|Number=Plur\\|Person=2\\|PronType=Prs`, `NOUN__Case=Nom\\|Number=Sing\\|Person=1\\|PronType=Prs`, `NOUN__Case=Nom\\|Number=Sing\\|Person=3\\|PronType=Prs`, `NOUN__Case=Nom\\|PronType=Ind`, `NOUN__Deixis=Remt\\|PronType=Dem`, `NOUN__NumType=Card`, `NOUN__NumType=Frac`, `NOUN__NumType=Ord`, `NOUN__NumType=Sets`, `NOUN__Number=Plur`, `NOUN__Polarity=Neg`, `NOUN__PronType=Int`, `NOUN__Typo=Yes`, `NUM`, `NUM_CCONJ`, `NUM_CCONJ__NumType=Card`, `NUM_DET__NumType=Card\\|Typo=Yes`, `NUM_NOUN__NumType=Card`, `NUM_PART`, `NUM_PART__Case=Gen\\|Deixis=Prox\\|PronType=Dem`, `NUM_PART__Case=Nom\\|Deixis=Prox\\|PronType=Dem`, `NUM_PART__Case=Nom\\|Deixis=Remt\\|PronType=Dem`, `NUM_PART__Deixis=Prox\\|PronType=Dem`, `NUM_PART__NumType=Card`, `NUM_PART__NumType=Dist`, `NUM_PART__NumType=Ord`, `NUM_PART__PronType=Int`, `NUM_PUNCT_NOUN__NumType=Card`, `NUM__Abbr=Yes\\|NumType=Card`, `NUM__Aspect=Imp\\|Mood=Ind\\|Voice=Act`, `NUM__Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|Person=1\\|PronType=Prs`, `NUM__Deixis=Prox\\|PronType=Dem`, `NUM__NumType=Card`, `NUM__NumType=Card\\|PronType=Int`, `NUM__NumType=Dist`, `NUM__NumType=Frac`, `NUM__NumType=Ord`, `NUM__NumType=Sets`, `NUM__PronType=Int`, `NumType=Ord`, `NumType=Ord__NumType=Ord`, `PART`, `PART_CCONJ`, `PART_CCONJ__PartType=Int`, `PART_DET__PartType=Int`, `PART_PART`, `PART_PART__PartType=Int`, `PART_PART__Polite=Form`, `PART__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `PART__Case=Gen`, `PART__Case=Gen\\|Number=Sing`, `PART__Case=Gen\\|Typo=Yes`, `PART__Case=Loc`, `PART__Case=Nom\\|Number=Plur`, `PART__Case=Nom\\|Typo=Yes`, `PART__PartType=Int`, `PART__Polite=Form`, `PART__Polite=Form\\|Typo=Yes`, `PART__Typo=Yes`, `PRON`, `PRON_ADP__Case=Dat,Gen\\|Number=Plur\\|Person=3\\|PronType=Prs`, `PRON_ADV`, `PRON_ADV__Case=Dat\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON_ADV__Case=Gen\\|Deixis=Prox\\|PronType=Dem`, `PRON_AUX`, `PRON_CCONJ`, `PRON_DET__Abbr=Yes\\|Case=Nom\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON_DET__Case=Gen,Nom\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON_DET__Case=Gen\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON_DET__Case=Nom\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PRON_DET__Case=Nom\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON_DET__Case=Nom\\|PronType=Int`, `PRON_DET__PronType=Int`, `PRON_PART`, `PRON_PART__Aspect=Imp\\|Mood=Pot\\|Voice=Pass`, `PRON_PART__Aspect=Perf\\|Mood=Ind\\|Voice=Act`, `PRON_PART__Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Dat\\|Clusivity=In\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Dat\\|Number=Plur\\|Person=2\\|PronType=Prs`, `PRON_PART__Case=Dat\\|Number=Plur\\|Person=3\\|PronType=Prs`, `PRON_PART__Case=Dat\\|Number=Plur\\|Person=3\\|PronType=Prs\\|Typo=Yes`, `PRON_PART__Case=Dat\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Dat\\|Number=Sing\\|Person=2\\|PronType=Prs`, `PRON_PART__Case=Dat\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON_PART__Case=Dat\\|PronType=Int`, `PRON_PART__Case=Gen\\|Clusivity=Ex\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Gen\\|Clusivity=In\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Gen\\|Deixis=Prox\\|PronType=Dem`, `PRON_PART__Case=Gen\\|Deixis=Remt\\|PronType=Dem`, `PRON_PART__Case=Gen\\|Number=Plur\\|Person=2\\|PronType=Prs`, `PRON_PART__Case=Gen\\|Number=Plur\\|Person=3\\|PronType=Prs`, `PRON_PART__Case=Gen\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Gen\\|Number=Sing\\|Person=1\\|PronType=Prs\\|Typo=Yes`, `PRON_PART__Case=Gen\\|Number=Sing\\|Person=2\\|PronType=Prs`, `PRON_PART__Case=Gen\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON_PART__Case=Loc\\|Deixis=Med\\|PronType=Dem`, `PRON_PART__Case=Loc\\|Deixis=Prox\\|PronType=Dem`, `PRON_PART__Case=Loc\\|PronType=Int`, `PRON_PART__Case=Nom\\|Clusivity=Ex\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Nom\\|Clusivity=In\\|Number=Dual\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Nom\\|Clusivity=In\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Nom\\|Deixis=Med\\|PronType=Dem`, `PRON_PART__Case=Nom\\|Deixis=Prox\\|PronType=Dem`, `PRON_PART__Case=Nom\\|Deixis=Remt\\|PronType=Dem`, `PRON_PART__Case=Nom\\|Deixis=Remt\\|PronType=Dem\\|Typo=Yes`, `PRON_PART__Case=Nom\\|Number=Plur\\|Person=2\\|PronType=Prs`, `PRON_PART__Case=Nom\\|Number=Plur\\|Person=3\\|PronType=Prs`, `PRON_PART__Case=Nom\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PRON_PART__Case=Nom\\|Number=Sing\\|Person=2\\|PronType=Prs`, `PRON_PART__Case=Nom\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON_PART__Case=Nom\\|PronType=Ind`, `PRON_PART__Case=Nom\\|PronType=Int`, `PRON_PART__Deixis=Prox\\|PronType=Dem`, `PRON_PART__Person=1`, `PRON_PART__PronType=Int`, `PRON_VERB`, `PRON_X__Case=Nom\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PRON__Abbr=Yes\\|Case=Gen\\|Number=Plur\\|Person=2\\|PronType=Prs`, `PRON__Abbr=Yes\\|Case=Nom\\|PronType=Int`, `PRON__Aspect=Imp\\|Mood=Ind\\|Voice=Pass`, `PRON__Aspect=Imp\\|Mood=Pot\\|Voice=Act`, `PRON__Aspect=Imp\\|Mood=Pot\\|Voice=Pass`, `PRON__Aspect=Perf\\|Mood=Ind\\|Voice=Act`, `PRON__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `PRON__Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON__Case=Dat\\|Clusivity=In\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON__Case=Dat\\|Number=Plur\\|Person=2\\|PronType=Prs`, `PRON__Case=Dat\\|Number=Plur\\|Person=3\\|PronType=Prs`, `PRON__Case=Dat\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PRON__Case=Dat\\|Number=Sing\\|Person=2\\|PronType=Prs`, `PRON__Case=Dat\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON__Case=Dat\\|PronType=Int`, `PRON__Case=Gen\\|Clusivity=Ex\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON__Case=Gen\\|Clusivity=In\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON__Case=Gen\\|Deixis=Med\\|PronType=Dem`, `PRON__Case=Gen\\|Deixis=Prox\\|PronType=Dem`, `PRON__Case=Gen\\|Deixis=Prox\\|PronType=Dem\\|Typo=Yes`, `PRON__Case=Gen\\|Deixis=Remt\\|PronType=Dem`, `PRON__Case=Gen\\|Number=Plur`, `PRON__Case=Gen\\|Number=Plur\\|Person=2\\|PronType=Prs`, `PRON__Case=Gen\\|Number=Plur\\|Person=2\\|PronType=Prs\\|Typo=Yes`, `PRON__Case=Gen\\|Number=Plur\\|Person=3\\|PronType=Prs`, `PRON__Case=Gen\\|Number=Plur\\|Person=3\\|PronType=Prs\\|Typo=Yes`, `PRON__Case=Gen\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PRON__Case=Gen\\|Number=Sing\\|Person=1\\|PronType=Prs\\|Typo=Yes`, `PRON__Case=Gen\\|Number=Sing\\|Person=2\\|PronType=Prs`, `PRON__Case=Gen\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON__Case=Gen\\|Number=Sing\\|Person=3\\|PronType=Prs\\|Typo=Yes`, `PRON__Case=Gen\\|PronType=Ind`, `PRON__Case=Loc\\|Deixis=Med\\|PronType=Dem`, `PRON__Case=Loc\\|Deixis=Med\\|PronType=Dem\\|Typo=Yes`, `PRON__Case=Loc\\|Deixis=Prox\\|PronType=Dem`, `PRON__Case=Loc\\|Deixis=Remt\\|PronType=Dem`, `PRON__Case=Loc\\|PronType=Int`, `PRON__Case=Nom\\|Clusivity=Ex\\|Number=Dual\\|Person=1\\|PronType=Prs`, `PRON__Case=Nom\\|Clusivity=Ex\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON__Case=Nom\\|Clusivity=In\\|Number=Dual\\|Person=1\\|PronType=Prs`, `PRON__Case=Nom\\|Clusivity=In\\|Number=Dual\\|Person=1\\|PronType=Prs\\|Typo=Yes`, `PRON__Case=Nom\\|Clusivity=In\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON__Case=Nom\\|Deixis=Med\\|PronType=Dem`, `PRON__Case=Nom\\|Deixis=Prox\\|PronType=Dem`, `PRON__Case=Nom\\|Deixis=Remt\\|PronType=Dem`, `PRON__Case=Nom\\|Deixis=Remt\\|PronType=Dem\\|Typo=Yes`, `PRON__Case=Nom\\|Number=Dual\\|Person=2\\|PronType=Prs`, `PRON__Case=Nom\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PRON__Case=Nom\\|Number=Plur\\|Person=2\\|PronType=Prs`, `PRON__Case=Nom\\|Number=Plur\\|Person=2\\|PronType=Prs\\|Typo=Yes`, `PRON__Case=Nom\\|Number=Plur\\|Person=3\\|PronType=Prs`, `PRON__Case=Nom\\|Number=Plur\\|Person=3\\|PronType=Prs\\|Typo=Yes`, `PRON__Case=Nom\\|Number=Sing`, `PRON__Case=Nom\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PRON__Case=Nom\\|Number=Sing\\|Person=1\\|PronType=Prs\\|Typo=Yes`, `PRON__Case=Nom\\|Number=Sing\\|Person=2\\|PronType=Prs`, `PRON__Case=Nom\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PRON__Case=Nom\\|Number=Sing\\|Person=3\\|PronType=Prs\\|Typo=Yes`, `PRON__Case=Nom\\|PronType=Ind`, `PRON__Case=Nom\\|PronType=Ind\\|Typo=Yes`, `PRON__Case=Nom\\|PronType=Int`, `PRON__Deixis=Med\\|PronType=Dem`, `PRON__Deixis=Prox\\|PronType=Dem`, `PRON__Deixis=Remt\\|PronType=Dem`, `PRON__NumType=Card`, `PRON__Number=Plur\\|PronType=Ind`, `PRON__Number=Plur\\|PronType=Int`, `PRON__PronType=Dem`, `PRON__PronType=Ind`, `PRON__PronType=Int`, `PRON__PronType=Int\\|Typo=Yes`, `PRON__PronType=Tot`, `PRON__Typo=Yes`, `PROPN`, `PROPN_ADP`, `PROPN_DET__Case=Nom\\|PronType=Int`, `PROPN_PART`, `PROPN_PART__Case=Dat\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PROPN_PART__Case=Nom\\|Deixis=Remt\\|PronType=Dem`, `PROPN_PART__NumType=Ord`, `PROPN_PROPN`, `PROPN_PROPN__Case=Nom\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PROPN_X`, `PROPN_X__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `PROPN__Abbr=Yes`, `PROPN__Aspect=Imp\\|Mood=Ind\\|Voice=Act`, `PROPN__Aspect=Imp\\|Mood=Ind\\|Voice=Pass`, `PROPN__Aspect=Imp\\|Mood=Pot\\|Voice=Act`, `PROPN__Aspect=Imp\\|Mood=Pot\\|Voice=Lfoc`, `PROPN__Aspect=Imp\\|Mood=Pot\\|Voice=Pass`, `PROPN__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `PROPN__Case=Dat\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PROPN__Case=Gen`, `PROPN__Case=Gen\\|Number=Plur\\|Person=2\\|PronType=Prs`, `PROPN__Case=Gen\\|Number=Sing`, `PROPN__Case=Gen\\|Number=Sing\\|Person=2\\|PronType=Prs`, `PROPN__Case=Gen\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PROPN__Case=Loc`, `PROPN__Case=Loc\\|Deixis=Prox\\|PronType=Dem`, `PROPN__Case=Loc\\|Deixis=Remt\\|PronType=Dem`, `PROPN__Case=Nom`, `PROPN__Case=Nom\\|Deixis=Med\\|PronType=Dem`, `PROPN__Case=Nom\\|Deixis=Prox\\|PronType=Dem`, `PROPN__Case=Nom\\|Deixis=Remt\\|PronType=Dem`, `PROPN__Case=Nom\\|Number=Plur\\|Person=1\\|PronType=Prs`, `PROPN__Case=Nom\\|Number=Plur\\|Person=3\\|PronType=Prs`, `PROPN__Case=Nom\\|Number=Sing\\|Person=1\\|PronType=Prs`, `PROPN__Case=Nom\\|Number=Sing\\|Person=2\\|PronType=Prs`, `PROPN__Case=Nom\\|Number=Sing\\|Person=3\\|PronType=Prs`, `PROPN__Case=Nom\\|PronType=Ind`, `PROPN__Degree=Sup`, `PROPN__Deixis=Prox\\|PronType=Dem`, `PROPN__Deixis=Remt\\|PronType=Dem`, `PROPN__NumType=Card`, `PROPN__NumType=Ord`, `PROPN__Number=Plur`, `PROPN__PartType=Int`, `PROPN__Polarity=Neg`, `PROPN__PronType=Int`, `PROPN__Typo=Yes`, `PUNCT`, `PUNCT__Case=Loc`, `SCONJ`, `SCONJ_ADP`, `SCONJ_ADV`, `SCONJ_ADV__Aspect=Imp\\|Case=Loc\\|Mood=Pot\\|PronType=Int\\|Voice=Pass`, `SCONJ_ADV__Polarity=Neg`, `SCONJ_ADV__Typo=Yes`, `SCONJ_CCONJ`, `SCONJ_CCONJ__Degree=Abs`, `SCONJ_PART`, `SCONJ_PART__Case=Gen\\|Deixis=Remt\\|PronType=Dem`, `SCONJ_PART__Case=Loc\\|PronType=Int`, `SCONJ_PART__Deixis=Remt\\|PronType=Dem`, `SCONJ__Aspect=Imp\\|Mood=Ind\\|Voice=Act`, `SCONJ__Aspect=Imp\\|Mood=Pot\\|Voice=Act`, `SCONJ__Aspect=Imp\\|Mood=Pot\\|Voice=Pass`, `SCONJ__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `SCONJ__Case=Gen`, `SCONJ__Case=Gen\\|Deixis=Remt\\|PronType=Dem`, `SCONJ__Case=Gen\\|Typo=Yes`, `SCONJ__Case=Loc\\|Deixis=Prox\\|PronType=Dem`, `SCONJ__Case=Loc\\|PronType=Int`, `SCONJ__Case=Nom`, `SCONJ__Degree=Abs`, `SCONJ__PronType=Int`, `SCONJ__Typo=Yes`, `SYM`, `VERB`, `VERB_ADP__Aspect=Perf\\|Case=Gen\\|Mood=Ind\\|Typo=Yes\\|Voice=Cau`, `VERB_ADP__Aspect=Perf\\|Case=Gen\\|Mood=Ind\\|Voice=Pass`, `VERB_ADP__Case=Gen`, `VERB_ADV__Aspect=Perf\\|Mood=Ind\\|Voice=Act`, `VERB_ADV__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `VERB_CCONJ`, `VERB_CCONJ__Aspect=Imp\\|Mood=Pot\\|Voice=Act`, `VERB_DET`, `VERB_DET__Case=Nom`, `VERB_DET__Polarity=Neg`, `VERB_PART`, `VERB_PART_NOUN`, `VERB_PART_NOUN__Aspect=Imp\\|Mood=Ind\\|Voice=Cau`, `VERB_PART_VERB`, `VERB_PART_VERB__Polarity=Neg`, `VERB_PART__Aspect=Imp\\|Mood=Ind\\|Typo=Yes\\|Voice=Act`, `VERB_PART__Aspect=Imp\\|Mood=Ind\\|Voice=Act`, `VERB_PART__Aspect=Imp\\|Mood=Ind\\|Voice=Bfoc`, `VERB_PART__Aspect=Imp\\|Mood=Ind\\|Voice=Cau`, `VERB_PART__Aspect=Imp\\|Mood=Ind\\|Voice=Lfoc`, `VERB_PART__Aspect=Imp\\|Mood=Ind\\|Voice=Pass`, `VERB_PART__Aspect=Imp\\|Mood=Pot\\|Typo=Yes\\|Voice=Lfoc`, `VERB_PART__Aspect=Imp\\|Mood=Pot\\|Typo=Yes\\|Voice=Pass`, `VERB_PART__Aspect=Imp\\|Mood=Pot\\|Voice=Act`, `VERB_PART__Aspect=Imp\\|Mood=Pot\\|Voice=Cau`, `VERB_PART__Aspect=Imp\\|Mood=Pot\\|Voice=Lfoc`, `VERB_PART__Aspect=Imp\\|Mood=Pot\\|Voice=Pass`, `VERB_PART__Aspect=Perf\\|Mood=Ind\\|Voice=Act`, `VERB_PART__Aspect=Perf\\|Mood=Ind\\|Voice=Bfoc`, `VERB_PART__Aspect=Perf\\|Mood=Ind\\|Voice=Cau`, `VERB_PART__Aspect=Perf\\|Mood=Ind\\|Voice=Lfoc`, `VERB_PART__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `VERB_PART__Aspect=Perf\\|Mood=Pot\\|Voice=Act`, `VERB_PART__Aspect=Perf\\|Mood=Pot\\|Voice=Pass`, `VERB_PART__Case=Dat\\|Clusivity=Ex\\|Number=Plur\\|Person=1\\|PronType=Prs`, `VERB_PART__Case=Nom\\|Deixis=Prox\\|PronType=Dem`, `VERB_PART__Degree=Sup`, `VERB_PART__Polarity=Neg`, `VERB_PART__Typo=Yes`, `VERB_PRON`, `VERB_PRON__Case=Gen\\|Number=Sing\\|Person=1\\|PronType=Prs`, `VERB_X`, `VERB_X__Aspect=Imp\\|Mood=Ind\\|Voice=Pass`, `VERB_X__Aspect=Imp\\|Mood=Pot\\|Voice=Act`, `VERB_X__Aspect=Imp\\|Mood=Pot\\|Voice=Pass`, `VERB_X__Aspect=Perf\\|Mood=Ind\\|Voice=Act`, `VERB_X__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `VERB_X__Typo=Yes`, `VERB__Aspect=Imp\\|Mood=Ind\\|Number=Plur\\|Voice=Act`, `VERB__Aspect=Imp\\|Mood=Ind\\|Typo=Yes\\|Voice=Lfoc`, `VERB__Aspect=Imp\\|Mood=Ind\\|Typo=Yes\\|Voice=Pass`, `VERB__Aspect=Imp\\|Mood=Ind\\|Voice=Act`, `VERB__Aspect=Imp\\|Mood=Ind\\|Voice=Bfoc`, `VERB__Aspect=Imp\\|Mood=Ind\\|Voice=Cau`, `VERB__Aspect=Imp\\|Mood=Ind\\|Voice=Lfoc`, `VERB__Aspect=Imp\\|Mood=Ind\\|Voice=Pass`, `VERB__Aspect=Imp\\|Mood=Pot`, `VERB__Aspect=Imp\\|Mood=Pot\\|Number=Plur\\|Voice=Pass`, `VERB__Aspect=Imp\\|Mood=Pot\\|Typo=Yes\\|Voice=Act`, `VERB__Aspect=Imp\\|Mood=Pot\\|Typo=Yes\\|Voice=Lfoc`, `VERB__Aspect=Imp\\|Mood=Pot\\|Typo=Yes\\|Voice=Pass`, `VERB__Aspect=Imp\\|Mood=Pot\\|Voice=Act`, `VERB__Aspect=Imp\\|Mood=Pot\\|Voice=Bfoc`, `VERB__Aspect=Imp\\|Mood=Pot\\|Voice=Cau`, `VERB__Aspect=Imp\\|Mood=Pot\\|Voice=Lfoc`, `VERB__Aspect=Imp\\|Mood=Pot\\|Voice=Pass`, `VERB__Aspect=Perf\\|Mood=Ind`, `VERB__Aspect=Perf\\|Mood=Ind\\|NumType=Ord\\|Voice=Act`, `VERB__Aspect=Perf\\|Mood=Ind\\|Number=Plur\\|Voice=Act`, `VERB__Aspect=Perf\\|Mood=Ind\\|Typo=Yes\\|Voice=Act`, `VERB__Aspect=Perf\\|Mood=Ind\\|Typo=Yes\\|Voice=Bfoc`, `VERB__Aspect=Perf\\|Mood=Ind\\|Typo=Yes\\|Voice=Pass`, `VERB__Aspect=Perf\\|Mood=Ind\\|Voice=Act`, `VERB__Aspect=Perf\\|Mood=Ind\\|Voice=Bfoc`, `VERB__Aspect=Perf\\|Mood=Ind\\|Voice=Cau`, `VERB__Aspect=Perf\\|Mood=Ind\\|Voice=Lfoc`, `VERB__Aspect=Perf\\|Mood=Ind\\|Voice=Pass`, `VERB__Aspect=Perf\\|Mood=Pot\\|Typo=Yes\\|Voice=Pass`, `VERB__Aspect=Perf\\|Mood=Pot\\|Voice=Act`, `VERB__Aspect=Perf\\|Mood=Pot\\|Voice=Bfoc`, `VERB__Aspect=Perf\\|Mood=Pot\\|Voice=Cau`, `VERB__Aspect=Perf\\|Mood=Pot\\|Voice=Lfoc`, `VERB__Aspect=Perf\\|Mood=Pot\\|Voice=Pass`, `VERB__Case=Gen\\|Number=Sing`, `VERB__Case=Loc`, `VERB__Case=Loc\\|Deixis=Remt\\|PronType=Dem`, `VERB__Case=Loc\\|PronType=Int`, `VERB__Case=Nom\\|Clusivity=In\\|Number=Plur\\|Person=1\\|PronType=Prs`, `VERB__Case=Nom\\|Deixis=Med\\|PronType=Dem`, `VERB__Case=Nom\\|Deixis=Prox\\|PronType=Dem`, `VERB__Case=Nom\\|Number=Sing\\|Person=2\\|PronType=Prs`, `VERB__Degree=Abs`, `VERB__Degree=Cmp`, `VERB__Degree=Sup`, `VERB__Deixis=Med\\|PronType=Dem`, `VERB__Deixis=Prox\\|PronType=Dem`, `VERB__Deixis=Remt\\|PronType=Dem`, `VERB__NumType=Card`, `VERB__NumType=Ord`, `VERB__Number=Plur`, `VERB__Polarity=Neg`, `VERB__Polarity=Neg\\|Typo=Yes`, `VERB__PronType=Int`, `VERB__Typo=Yes`, `X`, `X__Aspect=Perf\\|Mood=Ind`, `X__Aspect=Perf\\|Mood=Ind\\|Voice=Act`, `fixed__Case=Loc`, `nsubj_PART__Case=Nom\\|Number=Sing\\|Person=3\\|PronType=Prs` \|
	\| `parser` \| `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `case`, `cc`, `ccomp`, `compound`, `compound:redup`, `conj`, `dep`, `det`, `discourse`, `dislocated`, `fixed`, `flat`, `goeswith`, `list`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nummod`, `obj`, `obj:agent`, `obl`, `orphan`, `parataxis`, `punct`, `vocative`, `xcomp` \|

	</details>

	### Accuracy

	\| Type \| Score \|
	\| --- \| --- \|
	\| `LEMMA_ACC` \| 89.08 \|
	\| `POS_ACC` \| 94.50 \|
	\| `MORPH_ACC` \| 94.44 \|
	\| `TAG_ACC` \| 89.91 \|
	\| `DEP_UAS` \| 82.84 \|
	\| `DEP_LAS` \| 76.10 \|
	\| `SENTS_P` \| 99.30 \|
	\| `SENTS_R` \| 99.62 \|
	\| `SENTS_F` \| 99.46 \|