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de_hdt_lg

Token Classification
spaCy
German
Eval Results
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metadata
tags:
  - spacy
  - token-classification
language:
  - de
model-index:
  - name: de_hdt_lg
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9754711697
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9804787234
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.8539846056
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9485757318
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9503727862
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.9301085108
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9582539596
Feature Description
Name de_hdt_lg
Version 1.0.0
spaCy >=3.7.5,<3.8.0
Default Pipeline tok2vec, tagger, morphologizer, parser, lemmatizer
Components tok2vec, tagger, morphologizer, parser, lemmatizer
Vectors 500000 keys, 500000 unique vectors (300 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (819 labels for 3 components)
Component Labels
tagger $(, $,, $., ADJA, ADJD, ADV, APPO, APPR, APPR_ART, APZR, ART, CARD, FM, ITJ, KOKOM, KON, KOUI, KOUS, NE, NN, PDAT, PDS, PIAT, PIDAT, 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
morphologizer AdpType=Prep|Case=Dat|POS=ADP, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Gender=Fem|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Nom|Number=Sing|POS=PROPN, Foreign=Yes|POS=X, POS=PUNCT|PunctType=Comm, Case=Nom|Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Gen|Definite=Def|Number=Plur|POS=DET|PronType=Art, Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Gender=Masc|Number=Plur|POS=NOUN, Gender=Neut|Number=Sing|POS=NOUN, AdpType=Prep|POS=ADP, Gender=Neut|Number=Plur|POS=NOUN, POS=CCONJ, POS=PUNCT|PunctType=Peri, NumType=Card|Number=Plur|POS=NUM, Gender=Fem|Number=Plur|POS=NOUN, AdpType=Prep|Case=Dat|Definite=Def|Gender=Masc,Neut|Number=Sing|POS=ADP|PronType=Art, Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, POS=PUNCT|PunctType=Brck, POS=PROPN, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, POS=ADV, POS=SCONJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=VERB|VerbForm=Inf, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Number=Plur|POS=DET|PronType=Art, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|VerbType=Mod, Case=Acc|Definite=Def|Number=Plur|POS=DET|PronType=Art, Case=Acc|Number=Sing|POS=PROPN, Degree=Cmp|POS=ADJ|Variant=Short, POS=ADP|PartType=Vbp, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|VerbType=Mod, AdpType=Prep|Case=Acc|POS=ADP, Case=Acc|Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=PART|Polarity=Neg, POS=ADV|PronType=Dem, Degree=Cmp|POS=ADV, ConjType=Comp|POS=CCONJ, Case=Nom|Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art, Degree=Pos|POS=ADJ|Variant=Short, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Acc|Degree=Cmp|Number=Plur|POS=DET|PronType=Ind, Aspect=Perf|POS=VERB|VerbForm=Part, Case=Dat|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Acc|Number=Plur|POS=DET|PronType=Dem, Degree=Sup|POS=ADJ|Variant=Short, Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Hyph=Yes|POS=NOUN, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Gender=Neut|Number=Plur|POS=NOUN, POS=PART|PartType=Inf, Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Dat|Degree=Pos|Number=Sing|POS=ADJ, POS=NOUN, Case=Dat|Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Gen|Degree=Pos|Number=Sing|POS=ADJ, POS=AUX|VerbForm=Inf, Case=Nom|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Gender=Fem|Number=Plur|POS=ADJ, POS=AUX|VerbForm=Inf|VerbType=Mod, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Gen|Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art, Number=Sing|POS=DET|PronType=Ind, Case=Nom|Number=Plur|POS=DET|PronType=Ind, AdpType=Prep|Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Degree=Pos|Number=Plur|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|PronType=Ind, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, POS=ADJ, Degree=Cmp|POS=DET|PronType=Ind, Case=Dat|Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Number=Plur|POS=DET|PronType=Art, POS=ADV|PronType=Int, Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Number=Sing|POS=PROPN, Case=Acc|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=DET|PronType=Art, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|NumType=Card|Number=Plur|POS=DET|PronType=Tot, Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Degree=Pos|Number=Sing|POS=ADJ, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Degree=Pos|POS=ADJ, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Number=Plur|POS=DET|PronType=Tot, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|VerbType=Mod, Gender=Neut|Number=Sing|POS=PRON|PronType=Neg, Case=Gen|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|VerbType=Mod, Number=Plur|POS=NOUN, Degree=Pos|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem,Rel, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|VerbType=Mod, Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Degree=Pos|POS=ADV, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Degree=Cmp|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, AdpType=Prep|Case=Gen|POS=ADP, Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Number=Plur|POS=PRON|PronType=Dem,Rel, AdpType=Post|Case=Dat|POS=ADP, Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem,Rel, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Perf|POS=AUX|VerbForm=Part, Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem,Rel, Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Neg, Case=Dat|Gender=Masc|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Number=Sing|POS=PRON|PronType=Tot, Number=Sing|POS=NOUN, Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Degree=Cmp|Number=Sing|POS=ADJ, Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Number=Plur|POS=PRON|PronType=Dem,Rel, Case=Nom|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Number=Plur|POS=DET|PronType=Int,Rel, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Degree=Sup|POS=ADV, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Number=Plur|POS=DET|PronType=Tot, Case=Dat|Degree=Sup|Number=Plur|POS=DET|PronType=Ind, Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Degree=Pos|Number=Plur|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, NumType=Card|Number=Sing|POS=NUM, Case=Dat|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Number=Plur|POS=DET|PronType=Dem, Case=Dat|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem,Rel, Number=Plur|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Neg, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Gen|Number=Plur|POS=DET|PronType=Tot, Case=Nom|Number=Sing|POS=PRON|PronType=Int,Rel, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Number=Plur|POS=DET|PronType=Dem, Gender=Neut|Number=Sing|POS=DET|PronType=Ind, AdpType=Prep|Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADP|PronType=Art, Case=Gen|Number=Sing|POS=PROPN, Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Nom|Number=Plur|POS=DET|PronType=Dem, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Number=Sing|POS=DET|PronType=Ind, Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem,Rel, Degree=Pos|Gender=Neut|NumType=Ord|Number=Plur|POS=ADJ, Case=Nom|Number=Plur|POS=ADJ, Case=Gen|POS=PRON|PronType=Dem,Rel, Case=Acc|Degree=Pos|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Neg, Case=Acc|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem,Rel, Case=Dat|Number=Plur|POS=DET|PronType=Ind, Degree=Cmp|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Neg, Case=Dat|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Neg, Case=Dat|POS=PROPN, Case=Gen|Number=Sing|POS=PRON|PronType=Dem,Rel, Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel, Case=Acc|Number=Plur|POS=DET|PronType=Neg, Case=Nom|Degree=Pos|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem,Rel, AdpType=Circ|POS=ADP, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Number=Plur|POS=PRON|PronType=Dem,Rel, Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Definite=Def|Number=Sing|POS=DET|PronType=Art, Case=Gen|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Dat|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem,Rel, Degree=Cmp|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, AdpType=Prep|Case=Nom|POS=ADP, Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Neg, Case=Acc|Number=Plur|POS=DET|PronType=Ind, Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Gen|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Number=Sing|POS=PRON|PronType=Neg, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Int,Rel, Case=Nom|Number=Plur|POS=DET|PronType=Neg, Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Int,Rel, Case=Dat|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Int,Rel, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Dat|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Neut|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Degree=Pos|NumType=Ord|Number=Plur|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Dat|Number=Plur|POS=NOUN, Case=Dat|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Neg, Case=Gen|Degree=Cmp|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Degree=Pos|Gender=Neut|NumType=Ord|Number=Plur|POS=ADJ, Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Neg, Case=Dat|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Fem|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem,Rel, Case=Acc|Gender=Neut|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Number=Plur|POS=DET|PronType=Int,Rel, Case=Acc|Gender=Fem|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|POS=PROPN, Case=Gen|Number=Plur|POS=NOUN, Case=Acc|Number=Sing|POS=PRON|PronType=Int,Rel, Case=Nom|Degree=Cmp|Number=Plur|POS=DET|PronType=Ind, POS=DET|PronType=Ind, Case=Nom|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Case=Gen|Number=Plur|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|PronType=Tot, POS=DET|PronType=Tot, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=X, Gender=Fem|Number=Sing|POS=DET|PronType=Ind, 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Case=Nom|Degree=Pos|Number=Plur|POS=DET|PronType=Ind, Case=Gen|Degree=Sup|Number=Plur|POS=ADJ, Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Tot, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Number=Plur|POS=DET|PronType=Int, Case=Dat|Degree=Cmp|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin|VerbType=Mod, Case=Dat|Definite=Ind|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Neut|Number=Sing|POS=PROPN, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Number=Sing|POS=PRON|PronType=Ind, Case=Dat|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Dat|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin, Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, POS=INTJ, Case=Acc|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Degree=Cmp|Number=Plur|POS=ADJ, Case=Acc|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Gender=Masc|Number=Sing|POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs, Case=Nom|Number=Sing|POS=PRON|PronType=Dem,Rel, Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs, Case=Dat|Number=Plur|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Dat|POS=DET|PronType=Tot, Case=Nom|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem,Rel, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Degree=Cmp|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ, AdpType=Post|Case=Gen|POS=ADP, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Int,Rel, Case=Nom|Number=Plur|POS=NOUN, Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Int,Rel, Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Definite=Ind|NumType=Card|Number=Plur|POS=DET|PronType=Art, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Number=Sing|POS=PRON|PronType=Int,Rel, Case=Dat|POS=DET|PronType=Ind, Case=Acc|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs, Mood=Ind|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|POS=PROPN, Case=Nom|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Degree=Pos|NumType=Ord|POS=ADJ, Case=Acc|Number=Sing|POS=DET|PronType=Neg, Case=Nom|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|POS=DET|PronType=Dem, Degree=Pos|POS=DET|PronType=Ind, Mood=Ind|Number=Plur|POS=AUX|Person=3|VerbForm=Fin, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Number=Sing|POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs, Case=Dat|POS=PRON|PronType=Rcp, Gender=Masc|Number=Sing|POS=ADJ|Variant=Short, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Mood=Ind|POS=AUX|Person=3|VerbForm=Fin, Case=Acc|Definite=Ind|NumType=Card|Number=Plur|POS=DET|PronType=Art, Case=Dat|Degree=Pos|POS=ADJ|Variant=Short, Case=Acc|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Degree=Pos|Number=Plur|POS=DET|PronType=Ind, Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem,Rel|Typo=Yes, Mood=Imp|Number=Plur|POS=AUX|Person=2|VerbForm=Fin, Mood=Ind|Number=Plur|POS=VERB|Person=2|VerbForm=Fin, Gender[psor]=Masc,Neut|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin, Mood=Ind|POS=VERB|Person=1|VerbForm=Fin, Case=Gen|Number=Sing|POS=DET|PronType=Ind, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin, Abbr=Yes|Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem,Rel, Case=Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Definite=Def|Number=Sing|POS=DET|PronType=Art, Case=Nom|Definite=Ind|NumType=Card|POS=DET|PronType=Art, Case=Dat|Number=Plur|POS=DET|PronType=Int, Degree=Pos|Number=Plur|POS=DET|PronType=Ind, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Dat|Degree=Pos|Number=Plur|POS=DET|PronType=Ind, Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Neg, Definite=Ind|Foreign=Yes|NumType=Card|POS=DET|PronType=Art, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Nom|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Past|VerbForm=Fin|VerbType=Mod, Case=Dat|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Nom|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Dat|Degree=Pos|NumType=Ord|Number=Sing|POS=ADJ, POS=DET|PronType=Int,Rel, Case=Acc|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Dat|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|POS=PRON|PronType=Rcp, Case=Dat|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=2|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|VerbType=Mod, Case=Acc|Degree=Pos|Number=Plur|POS=DET|PronType=Ind, Definite=Ind|Degree=Pos|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art, Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Case=Dat|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=3|VerbForm=Fin, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg, Number=Sing|POS=ADJ, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel, Case=Gen|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Degree=Pos|Gender=Neut|POS=ADJ, Gender=Fem|POS=ADJ, Degree=Pos|Gender=Fem|POS=ADJ, Gender=Masc|POS=ADJ, Mood=Ind|Number=Plur|POS=AUX|Person=3|VerbForm=Fin|VerbType=Mod, Mood=Ind|Number=Sing|POS=AUX|Person=3|VerbForm=Fin|VerbType=Mod, Mood=Ind|Number=Sing|POS=AUX|Person=1|VerbForm=Fin|VerbType=Mod, Mood=Ind|Number=Sing|POS=AUX|Person=1|VerbForm=Fin, Mood=Ind|Number=Plur|POS=AUX|Person=1|VerbForm=Fin, Case=Acc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Foreign=Yes|POS=DET|PronType=Dem, Case=Nom|Degree=Cmp|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Nom|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs
parser ROOT, acl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound:prt, conj, cop, csubj, csubj:pass, dep, det, expl, expl:pv, flat, flat:name, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, obl:arg, parataxis, punct, reparandum, xcomp

Accuracy

Type Score
TAG_ACC 97.55
POS_ACC 98.05
MORPH_ACC 85.40
DEP_UAS 95.04
DEP_LAS 93.01
SENTS_P 96.14
SENTS_R 95.51
SENTS_F 95.83
LEMMA_ACC 94.86
TOK2VEC_LOSS 37728066.63
TAGGER_LOSS 1535265.39
MORPHOLOGIZER_LOSS 5282841.59
PARSER_LOSS 11402630.23
LEMMATIZER_LOSS 1666340.09