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sl_pipeline

Token Classification
spaCy
Slovenian
Eval Results
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sl_pipeline / README.md
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metadata
tags:
  - spacy
  - token-classification
language:
  - sl
model-index:
  - name: sl_pipeline
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.8846729905
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9433849226
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.8872690964
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.6859041992
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.6254476511
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.2199535963
Feature Description
Name sl_pipeline
Version 0.0.0
spaCy >=3.6.1,<3.7.0
Default Pipeline transformer, parser, morphologizer, tagger
Components transformer, parser, morphologizer, tagger
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (1282 labels for 3 components)
Component Labels
parser ROOT, acl, advcl, advmod, amod, appos, aux, case, cc, ccomp, conj, conj:extend, cop, csubj, dep, det, discourse, discourse:filler, expl, fixed, flat, flat:foreign, flat:name, iobj, mark, nmod, nsubj, nummod, obj, obl, parataxis, parataxis:discourse, parataxis:restart, punct, reparandum, vocative, xcomp
morphologizer POS=PART, POS=SCONJ, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs|Variant=Short, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs|Variant=Short, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Degree=Pos|POS=ADV, Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, POS=PUNCT, Case=Loc|POS=ADP, Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Gender=Neut|Number=Sing|POS=AUX|VerbForm=Part, Mood=Ind|Number=Sing|POS=VERB|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=2|Polarity=Pos|Tense=Pres|VerbForm=Fin, POS=CCONJ, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Acc|POS=ADP, POS=PART|Polarity=Neg, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Degree=Cmp|POS=ADV, Aspect=Perf|Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin, POS=PROPN, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Perf|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, Mood=Ind|Number=Plur|POS=AUX|Person=2|Polarity=Pos|Tense=Pres|VerbForm=Fin, Aspect=Perf|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Masc|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=1|Polarity=Pos|Tense=Fut|VerbForm=Fin, Aspect=Perf|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, Degree=Sup|POS=ADV, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Plur|POS=AUX|Person=2|Polarity=Pos|Tense=Fut|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Imp|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Aspect=Perf|POS=VERB|VerbForm=Inf, Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, POS=INTJ, Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Mood=Cnd|POS=AUX|VerbForm=Fin, Aspect=Imp|POS=VERB|VerbForm=Inf, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, POS=DET|PronType=Ind, Case=Gen|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, POS=PRON|PronType=Prs|Reflex=Yes|Variant=Short, Aspect=Imp|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Pos|Tense=Fut|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Int, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Aspect=Imp|Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|POS=ADP, Case=Gen|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int, POS=X, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Mood=Cnd|POS=VERB|VerbForm=Fin, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Polarity=Pos|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Dual|POS=AUX|Person=1|Polarity=Pos|Tense=Pres|VerbForm=Fin, Aspect=Imp|Gender=Masc|Number=Dual|POS=VERB|VerbForm=Part, Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Nom|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, Case=Acc|Gender=Masc|NumForm=Word|NumType=Card|Number=Dual|POS=NUM, Case=Acc|Gender=Masc|Number=Dual|POS=NOUN, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Gender=Fem|Number=Sing|POS=AUX|VerbForm=Part, Case=Loc|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ, Aspect=Perf|Gender=Masc|Number=Dual|POS=VERB|VerbForm=Part, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Aspect=Imp|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part, Gender=Masc|Number=Dual|POS=AUX|VerbForm=Part, Case=Nom|Gender=Masc|Number=Dual|POS=NOUN, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Aspect=Perf|Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=1|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Ins|POS=ADP, Case=Ins|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs|Variant=Short, Aspect=Imp|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part, Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs|Variant=Short, Case=Loc|Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Loc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Aspect=Perf|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Rel, Mood=Ind|Number=Plur|POS=AUX|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Neg, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Mood=Ind|Number=Plur|POS=AUX|Person=1|Polarity=Pos|Tense=Fut|VerbForm=Fin, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Loc|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|POS=PROPN, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=2|Polarity=Pos|Tense=Pres|VerbForm=Fin, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs|Variant=Short, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Polarity=Pos|Tense=Fut|VerbForm=Fin, Case=Dat|POS=PRON|PronType=Prs|Reflex=Yes|Variant=Short, Mood=Ind|Number=Dual|POS=AUX|Person=1|Polarity=Pos|Tense=Fut|VerbForm=Fin, Gender=Fem|Number=Dual|POS=VERB|VerbForm=Part, Case=Ins|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Int, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=2|Polarity=Pos|Tense=Pres|VerbForm=Fin, POS=VERB|VerbForm=Inf, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Gender=Fem|Number=Plur|POS=PROPN, Case=Ins|Gender=Neut|Number=Sing|POS=PROPN, Case=Ins|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Mood=Ind|Number=Sing|POS=AUX|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Tot, Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Int, Case=Loc|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Masc|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Plur|POS=PROPN, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Ins|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Nom|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs, Aspect=Perf|Gender=Fem|Number=Dual|POS=VERB|VerbForm=Part, Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Aspect=Imp|POS=VERB|VerbForm=Sup, Case=Loc|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs|Variant=Short, Aspect=Imp|Mood=Ind|Number=Dual|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part, Aspect=Imp|Mood=Ind|Number=Dual|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Loc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Acc|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Int, Aspect=Perf|Mood=Ind|Number=Dual|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Mood=Ind|Number=Plur|POS=AUX|Person=3|Polarity=Pos|Tense=Fut|VerbForm=Fin, Case=Loc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Definite=Def|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part, Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Case=Dat|POS=ADP, Case=Loc|Gender=Neut|Number=Sing|POS=DET|PronType=Neg, Case=Loc|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Loc|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=AUX|VerbForm=Inf, Case=Nom|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part, Case=Nom|Gender=Fem|NumForm=Word|NumType=Card|Number=Dual|POS=NUM, Case=Nom|Gender=Fem|Number=Dual|POS=PROPN, Case=Dat|Gender=Masc|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=1|Polarity=Pos|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Acc|Gender=Fem|NumForm=Word|NumType=Card|Number=Dual|POS=NUM, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part, Case=Acc|Gender=Masc|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, 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Case=Acc|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Neg, Aspect=Perf|POS=VERB|VerbForm=Sup, Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Prs|Reflex=Yes, Mood=Ind|Number=Plur|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Gen|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part, Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Mood=Ind|Number=Dual|POS=VERB|Person=3|Polarity=Pos|Tense=Fut|VerbForm=Fin, Case=Nom|Gender=Neut|NumForm=Word|NumType=Card|Number=Dual|POS=NUM, Case=Nom|Gender=Neut|Number=Dual|POS=NOUN, POS=ADV|VerbForm=Conv, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Loc|Gender=Fem|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Case=Nom|Gender=Masc|Number=Dual|POS=DET|PronType=Dem, Case=Loc|Gender=Masc|Number=Dual|POS=DET|PronType=Dem, Mood=Ind|Number=Dual|POS=VERB|Person=3|Polarity=Pos|Tense=Pres|VerbForm=Fin, Case=Loc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Fem|Number=Dual|POS=DET|PronType=Tot, Case=Loc|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ, Case=Ins|Gender=Fem|Number=Sing|POS=PROPN, Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Masc|Number=Dual|POS=PRON|Person=1|PronType=Prs, Case=Loc|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Loc|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Loc|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Dual|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Case=Acc|Number=Dual|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Dual|POS=VERB|Person=1|Polarity=Pos|Tense=Fut|VerbForm=Fin, Mood=Ind|Number=Dual|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Ind, Case=Ins|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Ins|Gender=Masc|Number=Plur|POS=DET|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Ins|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part, Case=Acc|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Acc|Gender=Neut|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Gender=Fem|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|Variant=Short, Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Int, Aspect=Perf|Mood=Imp|Number=Dual|POS=VERB|Person=2|VerbForm=Fin, Case=Nom|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Loc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Loc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs, Case=Ins|Gender=Fem|Number=Sing|POS=ADJ, Case=Ins|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Loc|Gender=Fem|NumForm=Word|NumType=Card|Number=Dual|POS=NUM, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part, Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes, Gender=Fem|Number=Plur|POS=AUX|VerbForm=Part, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Int, Case=Gen|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Int, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes, Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part, Case=Gen|Gender=Masc|Number=Plur|POS=PROPN, Case=Acc|Degree=Pos|Gender=Masc|Number=Dual|POS=ADJ|VerbForm=Part, Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Int, Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Int, Case=Nom|Gender=Neut|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Acc|Gender=Neut|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Neg, Case=Loc|Gender=Neut|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Number=Dual|POS=DET|PronType=Tot, Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Plur|POS=AUX|Person=2|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Ins|Gender=Neut|NumForm=Word|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Neg, Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ|VerbForm=Part, Case=Gen|Gender=Neut|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Dat|Gender=Neut|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Int, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Mood=Ind|Number=Sing|POS=VERB|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Plur|POS=ADJ, Case=Ins|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|NumForm=Word|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Loc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Int, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs|Variant=Short, Case=Loc|Gender=Fem|Number=Dual|POS=ADJ, Case=Loc|Gender=Fem|Number=Dual|POS=NOUN, Case=Loc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Dual|POS=PRON|Person=3|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Ins|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Ins|Gender=Masc|Number=Plur|POS=PROPN
tagger Agcfpa, Agcfpl, Agcfpn, Agcfsa, Agcfsg, Agcfsn, Agcmpn, Agcmsny, Agcnpn, Agcnsa, Agcnsg, Agcnsl, Agcnsn, Agpfda, Agpfdg, Agpfdn, Agpfpa, Agpfpd, Agpfpg, Agpfpi, Agpfpl, Agpfpn, Agpfsa, Agpfsd, Agpfsg, Agpfsi, Agpfsl, Agpfsn, Agpmdn, Agpmpa, Agpmpd, Agpmpg, Agpmpi, Agpmpl, Agpmpn, Agpmsa, Agpmsan, Agpmsay, Agpmsd, Agpmsg, Agpmsi, Agpmsl, Agpmsnn, Agpmsny, Agpnpa, Agpnpg, Agpnpl, Agpnpn, Agpnsa, Agpnsg, Agpnsi, Agpnsl, Agpnsn, Agsfpn, Agsfsn, Agsmsay, Agsmsl, Agsmsny, Agsnsn, Appfpa, Appfpl, Appfpn, Appfsa, Appfsg, Appfsl, Appfsn, Appmda, Appmdn, Appmpa, Appmpg, Appmpl, Appmpn, Appmsan, Appmsay, Appmsg, Appmsnn, Appmsny, Appnpg, Appnpi, Appnsa, Appnsg, Appnsn, Aspfsa, Aspfsd, Aspfsg, Aspfsi, Aspfsl, Aspfsn, Aspmpd, Aspmpg, Aspmpn, Aspmsg, Aspmsl, Aspmsnn, Aspnsn, Cc, Cs, I, Mlc-pa, Mlc-pg, Mlc-pi, Mlc-pl, Mlc-pn, Mlcfda, Mlcfdl, Mlcfdn, Mlcfpa, Mlcfpg, Mlcfpl, Mlcfpn, Mlcmda, Mlcmdn, Mlcmpa, Mlcmpn, Mlcndn, Mlcnpa, Mlcnpd, Mlcnpg, Mlofsa, Mlofsg, Mlofsi, Mlofsl, Mlofsn, Mlomsa, Mlomsg, Mlomsl, Mlomsn, Mlonpg, Mlonsa, Mlonsg, Mlonsl, Mlonsn, Mlpfdl, Mlpfpa, Mlpfsa, Mlpfsg, Mlpfsi, Mlpfsl, Mlpfsn, Mlpmpa, Mlpmpg, Mlpmpn, Mlpmsa, Mlpmsay, Mlpmsd, Mlpmsg, Mlpmsi, Mlpmsn, Mlpmsnn, Mlpmsny, Mlpnpn, Mlpnsa, Mlpnsg, Mlpnsi, Mlpnsn, Mlsfpa, Mlsmsny, Mlsnsn, Ncfda, Ncfdg, Ncfdl, Ncfdn, Ncfpa, Ncfpd, Ncfpg, Ncfpi, Ncfpl, Ncfpn, Ncfsa, Ncfsd, Ncfsg, Ncfsi, Ncfsl, Ncfsn, Ncmda, Ncmdn, Ncmpa, Ncmpd, Ncmpg, Ncmpi, Ncmpl, Ncmpn, Ncmsan, Ncmsay, Ncmsd, Ncmsg, Ncmsi, Ncmsl, Ncmsn, Ncndn, Ncnpa, Ncnpg, Ncnpi, Ncnpl, Ncnpn, Ncnsa, Ncnsan, Ncnsd, Ncnsg, Ncnsi, Ncnsl, Ncnsn, Npfdn, Npfpa, Npfpl, Npfsa, Npfsg, Npfsi, Npfsl, Npfsn, Npmpa, Npmpg, Npmpi, Npmpl, Npmpn, Npmsan, Npmsay, Npmsg, Npmsi, Npmsl, Npmsn, Npnsg, Npnsi, Npnsl, Pd-fda, Pd-fdn, Pd-fpa, Pd-fpd, Pd-fpg, Pd-fpi, Pd-fpl, Pd-fpn, Pd-fsa, Pd-fsd, Pd-fsg, Pd-fsi, Pd-fsl, Pd-fsn, Pd-mdl, Pd-mdn, Pd-mpa, Pd-mpd, Pd-mpg, Pd-mpi, Pd-mpl, Pd-mpn, Pd-msa, Pd-msd, Pd-msg, Pd-msi, Pd-msl, Pd-msn, Pd-npa, Pd-npd, Pd-npg, Pd-npn, Pd-nsa, Pd-nsd, Pd-nsg, Pd-nsi, Pd-nsl, Pd-nsn, Pg-fda, Pg-fdg, Pg-fdn, Pg-fpa, Pg-fpn, Pg-fsa, Pg-fsg, Pg-fsl, Pg-mda, Pg-mpa, Pg-mpd, Pg-mpg, Pg-mpi, Pg-mpn, Pg-msa, Pg-msd, Pg-msg, Pg-msl, Pg-msn, Pg-npa, Pg-npn, Pg-nsa, Pg-nsn, Pi-fpa, Pi-fpg, Pi-fpi, Pi-fsa, Pi-fsg, Pi-fsi, Pi-fsl, Pi-fsn, Pi-mpa, Pi-mpn, Pi-msa, Pi-msd, Pi-msg, Pi-msl, Pi-msn, Pi-npa, Pi-nsa, Pi-nsg, Pi-nsn, Pp1-dd, Pp1-pa, Pp1-pd, Pp1-pg, Pp1-pi, Pp1-pl, Pp1-sa, Pp1-sa--y, Pp1-sd, Pp1-sd--y, Pp1-sg, Pp1-sg--y, Pp1-si, Pp1-sl, Pp1-sn, Pp1fdn, Pp1mdn, Pp1mpn, Pp2-da, Pp2-pa, Pp2-pd, Pp2-pi, Pp2-pl, Pp2-sa, Pp2-sa--b, Pp2-sa--y, Pp2-sd, Pp2-sd--y, Pp2-sg, Pp2-sg--y, Pp2-si, Pp2-sn, Pp2fdn, Pp2mdn, Pp2mpn, Pp3fpa--y, Pp3fpd, Pp3fpg--y, Pp3fpn, Pp3fsa--b, Pp3fsa--y, Pp3fsd, Pp3fsd--y, Pp3fsg, Pp3fsg--y, Pp3fsi, Pp3fsl, Pp3fsn, Pp3mdi, Pp3mdn, Pp3mpa, Pp3mpa--y, Pp3mpd--y, Pp3mpg--y, Pp3mpi, Pp3mpl, Pp3mpn, Pp3msa, Pp3msa--b, Pp3msa--y, Pp3msd, Pp3msd--y, Pp3msg, Pp3msg--y, Pp3msi, Pp3msl, Pp3msn, Pp3nsa--y, Pq-fpa, Pq-fpg, Pq-fpi, Pq-fpl, Pq-fpn, Pq-fsa, Pq-fsg, Pq-fsl, Pq-fsn, Pq-mpa, Pq-mpl, Pq-mpn, Pq-msa, Pq-msd, Pq-msg, Pq-msi, Pq-msl, Pq-msn, Pq-npa, Pq-npg, Pq-nsa, Pq-nsd, Pq-nsg, Pq-nsi, Pq-nsl, Pq-nsn, Pr-fsn, Pr-mpn, Pr-msn, Pr-nsa, Pr-nsg, Pr-nsl, Pr-nsn, Ps1fplp, Ps1fpnp, Ps1fsap, Ps1fsgp, Ps1fslp, Ps1fsls, Ps1fsnp, Ps1fsns, Ps1mpap, Ps1mpgp, Ps1mplp, Ps1mpnp, Ps1msap, Ps1msas, Ps1msds, Ps1msgp, Ps1msgs, Ps1mslp, Ps1msnp, Ps1msns, Ps1npap, Ps1nsas, Ps1nsls, Ps1nsnp, Ps1nsns, Ps2fsap, Ps2fsip, Ps2fslp, Ps2fsls, Ps2fsnp, Ps2fsns, Ps2mpns, Ps2msap, Ps2msnp, Ps2msns, Ps2nsap, Ps2nsas, Ps2nslp, Ps2nsnp, Ps3fpap, Ps3fpasm, Ps3fpnsf, Ps3fsip, Ps3fsisf, Ps3fslsf, Ps3fsnsm, Ps3mpgp, Ps3msnp, Ps3nsasm, Ps3nsgp, Px------y, Px---a, Px---a--b, Px---d, Px---d--y, Px---i, Px---l, Px-fpd, Px-fsa, Px-mpa, Px-mpi, Px-msa, Px-msd, Px-msg, Px-msi, Px-nsa, Pz-fpg, Pz-fsg, Pz-msd, Pz-msg, Pz-msl, Pz-msn, Pz-nsa, Pz-nsg, Pz-nsl, Pz-nsn, Q, Rgc, Rgp, Rgs, Rr, Sa, Sd, Sg, Si, Sl, Va-c, Va-f1d-n, Va-f1p-n, Va-f1s-n, Va-f2p-n, Va-f2s-n, Va-f3d-n, Va-f3p-n, Va-f3s-n, Va-m2p, Va-n, Va-p-dm, Va-p-pf, Va-p-pm, Va-p-pn, Va-p-sf, Va-p-sm, Va-p-sn, Va-r1d-n, Va-r1d-y, Va-r1p-n, Va-r1p-y, Va-r1s-n, Va-r1s-y, Va-r2p-n, Va-r2p-y, Va-r2s-n, Va-r2s-y, Va-r3d-n, Va-r3p-n, Va-r3p-y, Va-r3s-n, Va-r3s-y, Vmbm1p, Vmbm2s, Vmbn, Vmbp-df, Vmbp-dm, Vmbp-pf, Vmbp-pm, Vmbp-sf, Vmbp-sm, Vmbp-sn, Vmbr1d, Vmbr1p, Vmbr1s, Vmbr2p, Vmbr2s, Vmbr3d, Vmbr3p, Vmbr3s, Vmem1d, Vmem1p, Vmem2d, Vmem2p, Vmem2s, Vmen, Vmep-df, Vmep-dm, Vmep-pf, Vmep-pm, Vmep-pn, Vmep-sf, Vmep-sm, Vmep-sn, Vmer1d, Vmer1p, Vmer1s, Vmer2p, Vmer2s, Vmer3p, Vmer3s, Vmeu, Vmpm1d, Vmpm2p, Vmpm2s, Vmpn, Vmpp-dm, Vmpp-pf, Vmpp-pm, Vmpp-sf, Vmpp-sm, Vmpp-sn, Vmpr1d, Vmpr1d-n, Vmpr1p, Vmpr1p-n, Vmpr1p-y, Vmpr1s, Vmpr1s-n, Vmpr1s-y, Vmpr2p, Vmpr2p-n, Vmpr2s, Vmpr2s-n, Vmpr3d, Vmpr3d-n, Vmpr3p, Vmpr3p-n, Vmpr3p-y, Vmpr3s, Vmpr3s-n, Vmpr3s-y, Vmpu, X, Xf, Xt, Z

Accuracy

Type Score
DEP_UAS 68.59
DEP_LAS 62.54
SENTS_P 22.68
SENTS_R 21.35
SENTS_F 22.00
POS_ACC 94.34
MORPH_ACC 88.73
TAG_ACC 88.47
TRANSFORMER_LOSS 1822654.37
PARSER_LOSS 2730188.05
MORPHOLOGIZER_LOSS 6936.77
TAGGER_LOSS 5883.47