Hugging Face's logo

spacy
/
ru_core_news_lg

Token Classification
spaCy
Russian
Eval Results
Model card Files Community
ru_core_news_lg / README.md
adrianeboyd's picture
adrianeboyd
Update spaCy pipeline
2067097
preview code
|
raw
history blame
36.4 kB
metadata
tags:
  - spacy
  - token-classification
language:
  - ru
license: mit
model-index:
  - name: ru_core_news_lg
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.9524209818
          - name: NER Recall
            type: recall
            value: 0.9535431745
          - name: NER F Score
            type: f_score
            value: 0.9529817478
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.989280677
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.989280677
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9749177029
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.0000215295
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.962198055
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.9511948091
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9985729236

Details: https://spacy.io/models/ru#ru_core_news_lg

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

Feature Description
Name ru_core_news_lg
Version 3.6.0
spaCy >=3.6.0,<3.7.0
Default Pipeline tok2vec, morphologizer, parser, attribute_ruler, lemmatizer, ner
Components tok2vec, morphologizer, parser, senter, attribute_ruler, lemmatizer, ner
Vectors 500002 keys, 500002 unique vectors (300 dimensions)
Sources Nerus (Alexander Kukushkin)
Navec (Alexander Kukushkin)
License MIT
Author Explosion

Label Scheme

View label scheme (900 labels for 3 components)
Component Labels
morphologizer Case=Nom|Degree=Pos|Number=Plur|POS=ADJ, Animacy=Anim|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Acc|POS=NUM, Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, POS=ADP, Case=Gen|Gender=Fem|Number=Sing|POS=DET, Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, POS=PUNCT, Degree=Pos|POS=ADV, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid, Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Anim|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Loc|Degree=Pos|Number=Plur|POS=ADJ, Animacy=Inan|Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PRON, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Foreign=Yes|POS=PROPN, Case=Loc|Gender=Fem|Number=Sing|POS=NUM, Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, POS=NUM, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=Third, Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Anim|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, POS=DET, Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Dat|Degree=Pos|Number=Plur|POS=ADJ, Animacy=Inan|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, POS=SCONJ, Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=Third, Case=Acc|POS=NUM, Case=Ins|Degree=Pos|Number=Plur|POS=ADJ, Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, POS=CCONJ, Case=Nom|POS=NUM, Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Gender=Masc|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass, Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=DET, Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=PRON, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Inan|Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Degree=Pos|Number=Plur|POS=ADJ|StyleVariant=Short, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Act, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Aspect=Perf|Number=Plur|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass, Animacy=Anim|Case=Acc|Gender=Masc|POS=NUM, Animacy=Anim|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Anim|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Mood=Cnd|POS=SCONJ, Case=Nom|Number=Plur|POS=PRON|Person=Third, POS=PART|Polarity=Neg, Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Mid, Animacy=Inan|Aspect=Perf|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, POS=SPACE, Case=Nom|Number=Plur|POS=DET, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Anim|Case=Acc|Number=Plur|POS=PRON, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, POS=INTJ, Animacy=Inan|Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON, Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=Third, Case=Nom|Number=Plur|POS=PRON, Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid, Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|StyleVariant=Short, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=Third, Case=Gen|POS=PRON, Animacy=Inan|Case=Dat|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Act, Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=Third, Animacy=Inan|Case=Acc|Number=Plur|POS=DET, Case=Nom|POS=PRON, Animacy=Anim|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, POS=ADJ, Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=Third, Case=Ins|Gender=Masc|Number=Sing|POS=DET, Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Number=Sing|POS=PRON|Person=First, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Mood=Cnd|POS=AUX, Case=Nom|Number=Plur|POS=PRON|Person=First, Case=Gen|Number=Plur|POS=DET, Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=PROPN, Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=PRON, Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Mid, Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=DET, POS=PART, Case=Dat|Gender=Masc|Number=Sing|POS=DET, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Fut|VerbForm=Fin|Voice=Mid, Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Nom|Gender=Masc|Number=Sing|POS=NUM, Animacy=Anim|Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Fut|VerbForm=Fin|Voice=Mid, Case=Loc|Gender=Masc|Number=Sing|POS=DET, Aspect=Perf|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|StyleVariant=Short, Animacy=Inan|Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Anim|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=Third, Aspect=Perf|Gender=Neut|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=PROPN, Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Fut|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid, Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PRON, Aspect=Perf|Case=Loc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PROPN, Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Dat|Gender=Masc|Number=Plur|POS=PROPN, Animacy=Inan|Case=Acc|Degree=Pos|Number=Plur|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Foreign=Yes|POS=X, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=PROPN, Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv|Voice=Act, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|POS=NUM, Animacy=Inan|Case=Acc|Gender=Masc|POS=NUM, Aspect=Imp|Case=Gen|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=PROPN, Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=PROPN, Animacy=Inan|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Pass, Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Pass, Case=Gen|Gender=Fem|Number=Sing|POS=NUM, Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Fut|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Ins|Gender=Neut|Number=Plur|POS=NOUN, Case=Loc|Gender=Fem|Number=Sing|POS=DET, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Loc|Gender=Masc|Number=Sing|POS=PRON, Aspect=Perf|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid, Animacy=Anim|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Anim|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Anim|Case=Ins|Gender=Masc|Number=Sing|POS=PROPN, Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Animacy=Inan|Case=Acc|Number=Plur|POS=PRON|Person=Third, Case=Nom|Gender=Masc|Number=Sing|POS=PRON, Case=Dat|POS=PRON, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Mid, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PROPN, Animacy=Inan|Case=Nom|Gender=Fem|Number=Plur|POS=PROPN, Case=Dat|Gender=Fem|Number=Sing|POS=PRON, Case=Ins|Number=Plur|POS=PRON|Person=Third, Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Animacy=Inan|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Imp|POS=AUX|VerbForm=Inf|Voice=Act, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Dat|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|StyleVariant=Short, Degree=Cmp|POS=ADV, Aspect=Perf|Case=Loc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Ins|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid, Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Ins|Number=Plur|POS=DET, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=First|Tense=Fut|VerbForm=Fin|Voice=Act, Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=PRON, Case=Loc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=PROPN, Case=Nom|Gender=Neut|Number=Sing|POS=DET, Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PROPN, Aspect=Imp|Case=Nom|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|POS=NUM, Animacy=Anim|Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Imp|Case=Ins|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Animacy=Anim|Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Perf|Gender=Fem|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Conv|Voice=Act, Aspect=Imp|Case=Ins|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Neut|Number=Sing|POS=DET, Animacy=Anim|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PROPN, Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Dat|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Loc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Number=Sing|POS=PRON|Person=Second, Case=Nom|Gender=Fem|Number=Sing|POS=DET, POS=ADV, Case=Acc|POS=PRON, Animacy=Anim|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Case=Ins|Gender=Masc|Number=Sing|POS=NUM, Case=Ins|POS=NUM, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=DET, Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Animacy=Anim|Case=Acc|Degree=Pos|Number=Plur|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=Third, Case=Gen|Gender=Masc|Number=Sing|POS=NUM, Case=Acc|Gender=Masc|Number=Sing|POS=DET, Aspect=Perf|Case=Ins|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Loc|POS=PRON, Animacy=Inan|Case=Acc|Degree=Pos|Number=Plur|POS=DET, Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=Third, Animacy=Anim|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Fem|Number=Sing|POS=PRON, Aspect=Perf|Case=Ins|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Animacy=Anim|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Mood=Imp|Number=Plur|POS=VERB|Person=Second|VerbForm=Fin|Voice=Act, Case=Nom|Number=Plur|POS=PRON|Person=Second, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=Second|Tense=Fut|VerbForm=Fin|Voice=Act, POS=SYM, Degree=Cmp|POS=ADJ, Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Masc|POS=NUM, Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=PROPN, Case=Nom|Gender=Fem|POS=NUM, Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=PROPN, Animacy=Anim|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Anim|Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=PROPN, Degree=Pos|POS=ADJ, Case=Ins|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=PROPN, Animacy=Anim|Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Gen|Number=Plur|POS=PRON|Person=Third, Animacy=Inan|Case=Acc|Number=Plur|POS=PRON, Animacy=Anim|Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Anim|Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Degree=Pos|Gender=Neut|Number=Sing|POS=PUNCT|StyleVariant=Short, Case=Ins|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Animacy=Anim|Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Anim|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Anim|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Anim|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=SCONJ, Case=Loc|Gender=Neut|Number=Sing|POS=PRON, Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Dat|Number=Sing|POS=PRON|Person=First, Case=Acc|Gender=Fem|Number=Sing|POS=DET, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Second|Tense=Pres|VerbForm=Fin|Voice=Mid, POS=NOUN, Case=Dat|Number=Plur|POS=PRON|Person=Third, Degree=Cmp|POS=NUM, Case=Gen|Gender=Neut|Number=Sing|POS=NUM, Aspect=Imp|Case=Nom|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Loc|Number=Plur|POS=DET, Aspect=Perf|Case=Gen|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|POS=NUM, Animacy=Anim|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Ins|Gender=Fem|Number=Sing|POS=PRON|Person=Third, Animacy=Anim|Case=Voc|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=Third, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=NUM, Animacy=Anim|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Animacy=Anim|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Inan|Case=Acc|Gender=Fem|POS=NUM, Aspect=Perf|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PRON, Case=Ins|Gender=Fem|Number=Sing|POS=DET, Animacy=Anim|Case=Gen|Gender=Masc|Number=Plur|POS=PROPN, Animacy=Inan|Case=Par|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Perf|Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|Number=Sing|POS=PRON, Case=Gen|Number=Plur|POS=DET|Person=Third, Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=PROPN, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=ADV, Case=Nom|Gender=Fem|Number=Sing|POS=NUM, Aspect=Perf|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Masc|POS=NUM, Aspect=Imp|Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Loc|Gender=Fem|Number=Sing|POS=PRON|Person=Third, Animacy=Anim|Case=Ins|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Gen|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Gender=Fem|POS=NUM, Animacy=Anim|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, POS=ADV|Polarity=Neg, Case=Dat|Gender=Neut|Number=Sing|POS=PRON, Aspect=Perf|Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Neut|POS=NUM, Aspect=Imp|Mood=Imp|Number=Sing|POS=VERB|Person=Second|VerbForm=Fin|Voice=Act, Case=Gen|Number=Sing|POS=PRON|Person=First, Case=Nom|Gender=Neut|POS=NUM, Case=Gen|POS=VERB|Polarity=Neg, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Second|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Fem|Number=Sing|POS=PRON, Aspect=Imp|Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Loc|Number=Plur|POS=PRON, Case=Loc|Number=Plur|POS=PRON|Person=Third, Case=Gen|Number=Plur|POS=PRON, Aspect=Perf|Case=Dat|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=NUM, Aspect=Imp|Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, POS=CCONJ|Polarity=Neg, Animacy=Inan|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Gen|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=Third, Case=Dat|Gender=Neut|Number=Sing|POS=DET, Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=PRON|Tense=Past|VerbForm=Fin|Voice=Act, Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv|Voice=Mid, Case=Gen|Gender=Neut|Number=Sing|POS=DET, Case=Nom|Number=Sing|POS=PRON|Person=Second, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Second|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Loc|Gender=Fem|Number=Plur|POS=PROPN, Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Ins|Gender=Neut|Number=Sing|POS=DET, Animacy=Anim|Case=Acc|POS=NUM, Aspect=Imp|Number=Plur|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Imp|Gender=Masc|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=Third, Case=Loc|Gender=Masc|Number=Sing|POS=NUM, Case=Dat|Gender=Masc|Number=Sing|POS=NUM, Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Anim|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Loc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Number=Plur|POS=PRON|Person=First, Case=Dat|Number=Plur|POS=PRON|Person=First, Case=Gen|Number=Plur|POS=PRON|Person=Second, Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=Second|VerbForm=Fin|Voice=Act, Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Number=Sing|POS=PRON|Person=First, Foreign=Yes|POS=PUNCT, Aspect=Imp|Mood=Ind|Number=Sing|POS=PRON|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Fem|Number=Sing|POS=DET|Person=Third, Case=Dat|Degree=Sup|Number=Plur|POS=ADJ, Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Loc|POS=NUM, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Dat|Number=Plur|POS=DET, Aspect=Imp|POS=AUX|Tense=Pres|VerbForm=Conv|Voice=Act, Aspect=Perf|Case=Ins|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Ins|POS=PRON, Case=Ins|Gender=Neut|Number=Sing|POS=PRON, Aspect=Perf|Case=Loc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=Third, Aspect=Imp|Mood=Imp|Number=Sing|POS=VERB|Person=Second|VerbForm=Fin|Voice=Mid, Case=Nom|Gender=Neut|Number=Sing|POS=PRON, Animacy=Inan|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, POS=PROPN, Aspect=Perf|Case=Loc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=Second|Tense=Fut|VerbForm=Fin|Voice=Act, Case=Gen|Degree=Sup|Number=Plur|POS=ADJ, Animacy=Anim|Case=Ins|Gender=Fem|Number=Sing|POS=PROPN, Animacy=Inan|Case=Ins|Gender=Fem|Number=Plur|POS=PROPN, Case=Ins|Number=Plur|POS=PRON|Person=Second, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=Third, Animacy=Anim|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Imp|Case=Ins|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Animacy=Inan|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Dat|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Ins|Number=Sing|POS=PRON|Person=First, Aspect=Imp|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Loc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=DET, Case=Gen|Gender=Masc|Number=Sing|POS=DET|Person=Third, Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Ins|Gender=Fem|Number=Sing|POS=NUM, Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PUNCT, Animacy=Anim|Case=Dat|Gender=Neut|Number=Plur|POS=NOUN, Aspect=Imp|Case=Ins|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Loc|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Ins|Gender=Masc|Number=Sing|POS=PRON, Animacy=Anim|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Ins|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PRON, Animacy=Inan|Case=Acc|Number=Plur|POS=PRON|Person=First, Animacy=Anim|Aspect=Perf|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Animacy=Anim|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Ins|Number=Sing|POS=PRON|Person=Second, Aspect=Perf|Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Gender=Fem|Number=Sing|POS=DET, Animacy=Anim|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=PRON, Aspect=Perf|Case=Dat|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Case=Loc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Dat|Number=Plur|POS=PRON, Animacy=Inan|Case=Ins|Gender=Neut|Number=Plur|POS=PROPN, Animacy=Anim|Case=Loc|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Anim|Case=Gen|Number=Plur|POS=DET, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=PROPN, Case=Ins|Degree=Sup|Number=Plur|POS=ADJ, Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=DET, Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=ADV, Foreign=Yes|POS=PART, Case=Gen|Gender=Neut|Number=Sing|POS=PRON, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=First|Tense=Fut|VerbForm=Fin|Voice=Act, Case=Gen|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Dat|Gender=Fem|Number=Plur|POS=PROPN, Case=Nom|Degree=Pos|Number=Plur|POS=DET, Case=Loc|Gender=Fem|POS=NUM, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=DET, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Conv|Voice=Mid, Aspect=Imp|Case=Loc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PUNCT, Animacy=Anim|Case=Loc|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Perf|Case=Ins|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=DET, Aspect=Perf|Case=Ins|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET, Animacy=Anim|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Loc|Gender=Neut|Number=Sing|POS=PRON|Person=Third, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=PUNCT, Aspect=Imp|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Anim|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Animacy=Inan|Aspect=Perf|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=ADV, Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=DET, Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=First|Tense=Fut|VerbForm=Fin|Voice=Mid, Case=Nom|Degree=Sup|Number=Plur|POS=ADJ, Aspect=Perf|Mood=Imp|Number=Sing|POS=VERB|Person=Second|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=DET, Case=Loc|Number=Sing|POS=PRON|Person=First, (truncated: full list in pipeline meta)
parser ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound, conj, cop, csubj, csubj:pass, dep, det, discourse, expl, fixed, flat, flat:foreign, flat:name, iobj, list, mark, nmod, nsubj, nsubj:pass, nummod, nummod:entity, nummod:gov, obj, obl, obl:agent, orphan, parataxis, punct, xcomp
ner LOC, ORG, PER

Accuracy

Type Score
TOKEN_ACC 99.68
TOKEN_P 97.28
TOKEN_R 98.31
TOKEN_F 97.79
POS_ACC 98.93
MORPH_ACC 97.49
MORPH_MICRO_P 98.97
MORPH_MICRO_R 98.30
MORPH_MICRO_F 98.64
SENTS_P 99.87
SENTS_R 99.85
SENTS_F 99.86
DEP_UAS 96.22
DEP_LAS 95.12
TAG_ACC 98.93
LEMMA_ACC 0.00
ENTS_P 95.24
ENTS_R 95.35
ENTS_F 95.30