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pl_core_news_lg

Token Classification
spaCy
Polish
Eval Results
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metadata
tags:
  - spacy
  - token-classification
language:
  - pl
license: gpl-3.0
model-index:
  - name: pl_core_news_lg
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.847446671
          - name: NER Recall
            type: recall
            value: 0.8355640535
          - name: NER F Score
            type: f_score
            value: 0.8414634146
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9828973843
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9781017658
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9098299967
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9424670256
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.894969847
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.8237918475
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9631305135

Details: https://spacy.io/models/pl#pl_core_news_lg

Polish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), tagger, senter, ner.

Feature Description
Name pl_core_news_lg
Version 3.7.0
spaCy >=3.7.0,<3.8.0
Default Pipeline tok2vec, morphologizer, parser, lemmatizer, tagger, attribute_ruler, ner
Components tok2vec, morphologizer, parser, lemmatizer, tagger, senter, attribute_ruler, ner
Vectors 500000 keys, 500000 unique vectors (300 dimensions)
Sources UD Polish PDB v2.8 (Wr贸blewska, Alina; Zeman, Daniel; Ma拧ek, Jan; Rosa, Rudolf)
National Corpus of Polish (Miros艂aw Ba艅ko, Rafa艂 L. G贸rski, Barbara Lewandowska-Tomaszczyk, Marek 艁azi艅ski, Piotr P臋zik, Adam Przepi贸rkowski)
Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion)
License GNU GPL 3.0
Author Explosion

Label Scheme

View label scheme (1726 labels for 4 components)
Component Labels
morphologizer Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, AdpType=Prep|POS=ADP|Variant=Short, Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, POS=CCONJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, POS=PUNCT|PunctType=Peri, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, POS=PUNCT|PunctType=Comm, Animacy=Inan|Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, AdpType=Prep|POS=ADP, Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Animacy=Hum|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Hum|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv|Voice=Act, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, POS=ADV, Animacy=Hum|Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, POS=PRON|PronType=Prs|Reflex=Yes, Case=Ins|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumForm=Word|Number=Plur|POS=NUM, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Nhum|Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|POS=PRON|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Case=Ins|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Hum|Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Hum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Inan|Case=Loc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Case=Gen|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Case=Loc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Ptan|POS=NOUN, AdpType=Prep|POS=ADP|Variant=Long, Animacy=Inan|Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Ins|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Ins|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Hum|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Hum|Aspect=Imp|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Aspect=Imp|Case=Acc|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Loc|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Aspect=Imp|Case=Nom|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Ins|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Nhum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, POS=SPACE, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|Case=Nom|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Ins|Gender=Neut|Number=Ptan|POS=NOUN, Case=Ins|POS=PRON|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Nhum|Case=Loc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|NumForm=Word|NumType=Sets|Number=Plur|POS=NUM, Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, POS=PART, Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Nom|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Degree=Pos|POS=ADV, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Animacy=Hum|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Case=Gen|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, POS=SCONJ, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Animacy=Inan|Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Animacy=Hum|Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Case=Loc|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Ins|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Nhum|Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Loc|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Hum|Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Aspect=Imp|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Nhum|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Hum|Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Hum|Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Hyph=Yes|POS=ADJ, POS=PUNCT|PunctType=Dash, Animacy=Inan|Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Ins|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Gen|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Aspect=Imp|Case=Acc|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Nhum|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Loc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Aspect=Imp|Case=Ins|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Loc|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Perf|Case=Ins|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Loc|Gender=Neut|Number=Sing|POS=DET|PronType=Rel, Animacy=Inan|Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Hum|Case=Ins|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Nom|Gender=Neut|NumType=Card|Number=Plur|POS=DET|PronType=Ind, POS=ADV|PronType=Rel, Animacy=Hum|Aspect=Imp|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Animacy=Inan|Aspect=Perf|Case=Ins|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Aspect=Imp|Case=Dat|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Hum|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Animacy=Inan|Aspect=Perf|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Plur|POS=PROPN, Animacy=Nhum|Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Hum|Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Ins|Gender=Fem|NumForm=Word|Number=Plur|POS=NUM, Animacy=Hum|Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Inan|Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Degree=Cmp|POS=ADV, Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Aspect=Perf|Case=Loc|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Aspect=Imp|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN|Polarity=Pos|VerbForm=Vnoun, Animacy=Hum|Case=Acc|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Hum|Aspect=Imp|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Animacy=Hum|Aspect=Imp|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Nom|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Nhum|Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Act, Animacy=Nhum|Aspect=Imp|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Nom|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Perf|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Hum|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Aspect=Imp|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Nhum|Case=Ins|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Nhum|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Ins|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Nhum|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Case=Loc|Gender=Fem|Number=Plur|POS=DET|PronType=Rel, Animacy=Hum|Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Hum|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Aspect=Imp|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Aspect=Imp|Case=Acc|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Short, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Case=Gen|Gender=Neut|Number=Ptan|POS=NOUN, Aspect=Imp|Case=Ins|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Ins|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Inan|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Aspect=Perf|Case=Loc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Neut|Number=Ptan|POS=NOUN, Aspect=Imp|Case=Nom|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Acc|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind, Animacy=Hum|Case=Nom|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Aspect=Imp|Case=Nom|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Animacy=Hum|Case=Gen|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Hum|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN|Polarity=Pos|VerbForm=Vnoun, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Dat|POS=PRON|PronType=Prs|Reflex=Yes, Case=Ins|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Aspect=Imp|Case=Acc|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, POS=ADV|PronType=Dem, Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Animacy=Nhum|Aspect=Perf|Case=Loc|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Gen|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Gen|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Aspect=Perf|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN|Polarity=Pos|VerbForm=Vnoun, Case=Acc|Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Hum|Case=Ins|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Case=Loc|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Case=Loc|Gender=Fem|NumForm=Word|Number=Plur|POS=NUM, Case=Ins|Gender=Neut|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Loc|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|NumForm=Word|Number=Plur|POS=NUM, Animacy=Inan|Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Nom|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Hum|Case=Nom|Gender=Masc|Number=Ptan|POS=PRON|PronType=Tot, Animacy=Nhum|Aspect=Perf|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Aspect=Imp|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Inan|Aspect=Perf|Case=Loc|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Nhum|Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Short, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Inan|Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem|NumForm=Word|Number=Plur|POS=NUM, Degree=Pos|POS=ADV|PronType=Dem, Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Nhum|Case=Acc|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Short, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Nom|Gender=Neut|Number=Ptan|POS=NOUN, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Inan|Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Rel, Animacy=Nhum|Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Animacy=Inan|Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Loc|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Rel, Animacy=Hum|Aspect=Imp|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Ins|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Hum|Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Dat|Gender=Fem|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Hum|Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Ins|Gender=Neut|Number=Sing|POS=DET|PronType=Rel, Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Animacy=Hum|Case=Acc|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Hum|Case=Gen|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Case=Dat|Gender=Neut|NumType=Sets|Number=Sing|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Rel, Animacy=Hum|Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Animacy=Hum|Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Animacy=Hum|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Acc|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Rel, Animacy=Nhum|Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Nhum|Aspect=Perf|Case=Loc|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Rel, Aspect=Perf|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN|Polarity=Pos|VerbForm=Vnoun, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Hum|Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Rel, Case=Dat|Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, Aspect=Imp|Case=Dat|Gender=Fem|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Gender=Neut|NumForm=Word|Number=Plur|POS=NUM, Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Aspect=Perf|Case=Nom|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Aspect=Imp|Case=Gen|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Aspect=Imp|Case=Ins|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Loc|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, ConjType=Comp|POS=SCONJ, Animacy=Inan|Aspect=Imp|Case=Loc|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Acc|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|Case=Loc|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Short, Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Inan|Case=Ins|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Aspect=Imp|Case=Dat|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Gen|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Aspect=Imp|Case=Gen|Gender=Neut|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Rel, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Short, Animacy=Inan|Aspect=Imp|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Aspect=Imp|Case=Nom|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|VerbType=Quasi, Animacy=Hum|Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, POS=ADJ|PrepCase=Pre, Animacy=Inan|Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Loc|POS=PRON|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Ins|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Ins|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Nhum|Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Ins|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Perf|Case=Acc|Gender=Neut|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Aspect=Perf|Case=Ins|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Nhum|Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Case=Acc|Gender=Neut|NumType=Sets|Number=Plur|POS=NOUN, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Short, Case=Ins|Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Animacy=Hum|Aspect=Perf|Case=Dat|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Neut|NumForm=Word|Number=Plur|POS=NUM, Animacy=Hum|Case=Ins|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Animacy=Hum|Case=Ins|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Hum|Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Short, Animacy=Nhum|Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Animacy=Hum|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Loc|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Animacy=Hum|Case=Dat|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Hum|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Act, Animacy=Hum|Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Inan|Aspect=Perf|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Hum|Aspect=Imp,Perf|Clitic=Yes|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|Variant=Long|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act, POS=PUNCT|PunctType=Excl, Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Loc|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=PROPN, Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Conv|Voice=Act, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Inan|Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Inan|Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Foreign=Yes|POS=X, POS=PART|Polarity=Neg, Animacy=Hum|Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Aspect=Imp|Gender=Neut|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Aspect=Imp|Clitic=Yes|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|Variant=Short|VerbForm=Fin|Voice=Act, Animacy=Hum|Aspect=Imp,Perf|Clitic=Yes|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|Variant=Long|VerbForm=Fin|Voice=Act, Degree=Pos|POS=ADV|PronType=Int, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int, POS=PUNCT|PunctType=Qest, Animacy=Inan|Case=Nom|Degree=Pos|Gender=Masc|NumForm=Roman|NumType=Ord|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Short, Animacy=Hum|Aspect=Imp,Perf|Clitic=Yes|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|Variant=Short|VerbForm=Fin|Voice=Act, Aspect=Imp|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN|Polarity=Pos|VerbForm=Vnoun, POS=ADV|PronType=Int, Animacy=Hum|Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs|Variant=Short, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Animacy=Hum|Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Inan|Aspect=Imp|Case=Nom|Gender=Masc|Number=Plur|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Act, Animacy=Hum|Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Loc|Gender=Fem|Number=Plur|POS=DET|PronType=Int, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs|Variant=Long, Animacy=Hum|Aspect=Imp|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Variant=Long, Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Case=Loc|Gender=Fem|Number=Sing|POS=PROPN, Case=Loc|Gender=Neut|Number=Ptan|POS=PROPN, Animacy=Hum|Case=Nom|Gender=Masc|Number=Plur|POS=PROPN, Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN|Polarity=Pos|VerbForm=Vnoun, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, POS=ADV|PronType=Neg, Animacy=Hum|Aspect=Imp|Clitic=Yes|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|Variant=Long|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Neut|Number=Sing|POS=PROPN, Animacy=Inan|Case=Acc|Gender=Masc|NumForm=Word|Number=Plur|POS=NUM, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg, Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=PRON|PronType=Int, Animacy=Nhum|Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Animacy=Hum|Case=Ins|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Animacy=Hum|Aspect=Perf|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Animacy=Hum|Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Animacy=Hum|Case=Acc|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Case=Dat|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Dat|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Hum|Aspect=Imp|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Fin|VerbType=Mod|Voice=Act, POS=PART|PartType=Int, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, POS=ADV|PronType=Ind, Animacy=Hum|Case=Ins|Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Animacy=Hum|Aspect=Perf|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|Polarity=Pos|VerbForm=Part|Voice=Pass, Animacy=Hum|Aspect=Imp|Clitic=Yes|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|Variant=Short|VerbForm=Fin|Voice=Act, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Hum|Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Animacy=Hum|Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Variant=Long, Animacy=Hum|Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Aspect=Perf|Mood=Ind|POS=VERB|Person=0|Tense=Past|VerbForm=Fin|Voice=Act, Animacy=Inan|Case=Gen|Gender=Masc|NumForm=Digit|NumType=Card|Number=Plur|POS=NUM, Case=Acc|Gender=Neut|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Aspect=Perf|Case=Gen|Gender=Neut|Number=Plur|POS=NOUN|Polarity=Pos|VerbForm=Vnoun, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs|Variant=Short, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Loc|Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Neg, Case=Loc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, POS=PART|PartType=Mod, Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Aspect=Imp|POS=AUX|VerbForm=Inf|Voice=Act, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Neg, (truncated: full list in pipeline meta)
parser ROOT, acl, acl:relcl, advcl, advcl:cmpr, advcl:relcl, advmod, advmod:arg, advmod:emph, advmod:neg, amod, amod:flat, appos, aux, aux:cnd, aux:imp, aux:pass, case, cc, cc:preconj, ccomp, ccomp:cleft, ccomp:obj, conj, cop, csubj, dep, det, det:numgov, det:nummod, det:poss, discourse:intj, expl:pv, fixed, flat, flat:foreign, iobj, list, mark, nmod, nmod:arg, nmod:flat, nmod:poss, nsubj, nsubj:pass, nummod, nummod:gov, obj, obl, obl:agent, obl:arg, obl:cmpr, orphan, parataxis:insert, parataxis:obj, punct, vocative, xcomp, xcomp:cleft, xcomp:pred
tagger ADJ, ADJA, ADJC, ADJP, ADV, AGLT, BEDZIE, BREV, BURK, COMP, CONJ, DEPR, FIN, GER, IMPS, IMPT, INF, INTERJ, INTERP, NUM, NUMCOL, PACT, PANT, PCON, PPAS, PPRON12, PPRON3, PRAET, PRED, PREP, QUB, SIEBIE, SUBST, WINIEN, XXX, _SP
ner date, geogName, orgName, persName, placeName, time

Accuracy

Type Score
TOKEN_ACC 99.98
TOKEN_P 99.63
TOKEN_R 99.83
TOKEN_F 99.73
POS_ACC 97.81
MORPH_ACC 90.98
MORPH_MICRO_P 95.74
MORPH_MICRO_R 95.61
MORPH_MICRO_F 95.67
SENTS_P 96.51
SENTS_R 96.12
SENTS_F 96.31
DEP_UAS 89.50
DEP_LAS 82.38
LEMMA_ACC 94.25
TAG_ACC 98.29
ENTS_P 84.74
ENTS_R 83.56
ENTS_F 84.15