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de_core_news_md

Token Classification
spaCy
German
Eval Results
Model card Files Community
de_core_news_md / README.md
Adriane Boyd
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metadata
tags:
  - spacy
  - token-classification
language:
  - de
license: mit
model-index:
  - name: de_core_news_md
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.8451381736
          - name: NER Recall
            type: recall
            value: 0.8362589585
          - name: NER F Score
            type: f_score
            value: 0.8406751211
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9779833488
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9834280428
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.916611603
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9767819859
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9248799838
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.9052416477
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9462209302

Details: https://spacy.io/models/de#de_core_news_md

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

Feature Description
Name de_core_news_md
Version 3.4.0
spaCy >=3.4.0,<3.5.0
Default Pipeline tok2vec, tagger, morphologizer, parser, lemmatizer, attribute_ruler, ner
Components tok2vec, tagger, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner
Vectors 500000 keys, 20000 unique vectors (300 dimensions)
Sources TIGER Corpus (Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit)
Tiger2Dep (Wolfgang Seeker)
WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)
Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion)
License MIT
Author Explosion

Label Scheme

View label scheme (772 labels for 4 components)
Component Labels
tagger $(, $,, $., ADJA, ADJD, ADV, APPO, APPR, APPRART, APZR, ART, CARD, FM, ITJ, KOKOM, KON, KOUI, KOUS, NE, NN, NNE, PDAT, PDS, PIAT, PIS, PPER, PPOSAT, PPOSS, PRELAT, PRELS, PRF, PROAV, PTKA, PTKANT, PTKNEG, PTKVZ, PTKZU, PWAT, PWAV, PWS, TRUNC, VAFIN, VAIMP, VAINF, VAPP, VMFIN, VMINF, VMPP, VVFIN, VVIMP, VVINF, VVIZU, VVPP, XY, _SP
morphologizer POS=PUNCT, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, POS=ADV, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, POS=ADP, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Dat|Gender=Neut|Number=Sing|POS=PROPN, POS=VERB|VerbForm=Part, Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, Foreign=Yes|POS=X, Degree=Pos|POS=ADV, Case=Dat|Gender=Neut|Number=Sing|POS=ADP, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Dat|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, POS=CCONJ, POS=SCONJ, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, POS=VERB|VerbForm=Inf, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Acc|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Dat|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, POS=PART, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Case=Dat|Definite=Def|Number=Plur|POS=DET|PronType=Art, Case=Dat|Number=Plur|POS=PROPN, POS=PRON|PronType=Ind, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Number=Sing|POS=PROPN, Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, POS=NUM, Case=Dat|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Sing|POS=ADP, Gender=Neut|POS=NOUN, Case=Acc|Number=Sing|POS=PROPN, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Number=Plur|POS=DET|PronType=Art, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Number=Plur|POS=DET|PronType=Art, Case=Nom|Number=Plur|POS=NOUN, Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Nom|Number=Plur|POS=PRON|PronType=Ind, Case=Dat|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, POS=PROPN, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, POS=INTJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Nom|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Gender=Masc|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, POS=SCONJ|PronType=Int, Case=Acc|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|PronType=Ind, Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Gender=Neut|POS=PRON|PronType=Ind, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Number=Plur|POS=NOUN, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, Case=Dat|Gender=Fem|Number=Sing|POS=ADP, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Int, Case=Gen|Number=Plur|POS=PROPN, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art, Case=Gen|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Degree=Cmp|POS=ADV, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Dem, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Acc|Gender=Neut|Number=Sing|POS=ADP, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Gen|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Case=Gen|Gender=Neut|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, POS=X, Case=Dat|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Number=Plur|POS=NOUN, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind, Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|Degree=Pos|Number=Plur|POS=ADJ, Case=Nom|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel, Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art, Case=Acc|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, POS=SPACE, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, POS=DET|PronType=Ind, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art, Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Ind, Case=Dat|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Degree=Pos|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Degree=Pos|Number=Plur|POS=ADJ, Case=Acc|Number=Plur|POS=NOUN, Case=Dat|Number=Plur|POS=PRON|PronType=Rel, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel, POS=AUX|VerbForm=Inf, Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, POS=ADV|PronType=Int, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Int, POS=AUX|VerbForm=Part, Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Ind, Case=Dat|Number=Plur|POS=PRON|PronType=Ind, Case=Nom|Number=Plur|POS=DET|PronType=Dem, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Dat|Degree=Pos|Number=Plur|POS=ADJ, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Number=Plur|POS=DET|PronType=Ind, Degree=Sup|POS=ADV, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Number=Sing|POS=NOUN, Case=Acc|Definite=Def|Number=Plur|POS=DET|PronType=Art, Case=Gen|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Gen|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Number=Plur|POS=PRON|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Number=Plur|POS=PRON|PronType=Ind, Case=Dat|Number=Plur|POS=DET|PronType=Ind, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Dat|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Gender=Fem|POS=NOUN, Case=Gen|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem, Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel, Case=Nom|Degree=Cmp|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Case=Dat|Gender=Fem|Number=Plur|POS=PROPN, Case=Dat|Number=Sing|POS=PROPN, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Number=Plur|POS=PROPN, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Rel, Case=Gen|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Gen|Number=Plur|POS=DET|PronType=Rel, Case=Dat|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Plur|POS=PROPN, Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind, Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Number=Plur|POS=PRON|PronType=Dem, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, Case=Acc|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel, Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Nom|Definite=Ind|Number=Sing|POS=DET|PronType=Art, Case=Acc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Degree=Cmp|Number=Plur|POS=ADJ, Case=Gen|Number=Plur|POS=PRON|PronType=Dem, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind, Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind, Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem, Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Gender=Neut|POS=PROPN, Case=Acc|Gender=Neut|Number=Plur|POS=PROPN, Case=Gen|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Masc|POS=PROPN, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, Case=Nom|POS=PROPN, Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Ind, Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Dat|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Int, Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Rel, Case=Acc|Gender=Fem|Number=Plur|POS=PROPN, Case=Acc|Number=Plur|POS=PROPN, Case=Nom|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Acc|Number=Plur|POS=DET|PronType=Ind, Case=Dat|Definite=Ind|Number=Sing|POS=DET|PronType=Art, Case=Dat|Number=Sing|POS=PRON|PronType=Rel, Case=Gen|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Number=Sing|POS=ADP, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Rel, Mood=Imp|Number=Sing|POS=VERB|Person=2, Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Plur|POS=PROPN, Case=Acc|Gender=Masc|POS=NOUN, Case=Dat|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind, Case=Dat|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Case=Acc|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Gender=Neut|Number=Sing|POS=NOUN, POS=NOUN, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Int, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Number=Sing|POS=DET|PronType=Rel, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Dat|POS=PROPN, Case=Gen|Definite=Def|POS=DET|PronType=Art, Case=Gen|POS=PROPN, Case=Acc|Number=Sing|POS=NOUN, Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Mood=Imp|Number=Plur|POS=VERB|Person=2, Case=Dat|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Int, Case=Gen|POS=PRON|PronType=Dem, Definite=Ind|POS=DET|PronType=Art, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int, Case=Dat|POS=PRON|PronType=Dem, Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Gender=Neut|Number=Sing|POS=PROPN, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Dat|Number=Sing|POS=PRON|PronType=Dem, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Degree=Cmp|Number=Sing|POS=ADJ, Case=Dat|Degree=Pos|Number=Sing|POS=ADJ, POS=DET|Poss=Yes|PronType=Prs, Case=Gen|Number=Sing|POS=PRON|PronType=Dem, Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|POS=PROPN, Case=Nom|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON|PronType=Dem, Case=Nom|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Nom|Number=Sing|POS=PRON|PronType=Int, Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Int, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind, Case=Nom|Number=Sing|POS=DET|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Rel, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Int, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind, Case=Dat|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Ind, Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem, Case=Gen|Number=Plur|POS=DET|PronType=Ind, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Gen|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Int, Case=Nom|Number=Plur|POS=DET|Poss=Yes|PronType=Prs, Case=Acc|Number=Sing|POS=PRON|PronType=Ind, Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Gen|Number=Plur|POS=DET|PronType=Dem, Gender=Neut|POS=DET|PronType=Ind, Case=Dat|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs, (truncated: full list in pipeline meta)
parser ROOT, ac, adc, ag, ams, app, avc, cc, cd, cj, cm, cp, cvc, da, dep, dm, ep, ju, mnr, mo, ng, nk, nmc, oa, oc, og, op, par, pd, pg, ph, pm, pnc, punct, rc, re, rs, sb, sbp, svp, uc, vo
ner LOC, MISC, ORG, PER

Accuracy

Type Score
TOKEN_ACC 99.98
TOKEN_P 99.92
TOKEN_R 99.90
TOKEN_F 99.91
TAG_ACC 97.80
POS_ACC 98.34
MORPH_ACC 91.66
MORPH_MICRO_P 95.72
MORPH_MICRO_R 95.72
MORPH_MICRO_F 95.72
SENTS_P 95.08
SENTS_R 95.75
SENTS_F 94.62
DEP_UAS 92.49
DEP_LAS 90.52
LEMMA_ACC 97.68
ENTS_P 84.51
ENTS_R 83.63
ENTS_F 84.07