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ga_udv25_irishidt_trf

Token Classification
spaCy
Irish
Eval Results
Model card Files Community
ga_udv25_irishidt_trf / README.md
Adriane Boyd
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metadata
tags:
  - spacy
  - token-classification
language:
  - ga
license: cc-by-sa-4.0
model-index:
  - name: ga_udv25_irishidt_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.933360016
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9216991044
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.689782848
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.8981490745
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.8361372813
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.7464812426
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9756637168

UD v2.5 benchmarking pipeline for UD_Irish-IDT

Feature Description
Name ga_udv25_irishidt_trf
Version 0.0.1
spaCy >=3.2.1,<3.3.0
Default Pipeline experimental_char_ner_tokenizer, transformer, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer
Components experimental_char_ner_tokenizer, transformer, senter, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources Universal Dependencies v2.5 (Zeman, Daniel; et al.)
License CC BY-SA 4.0
Author Explosion

Label Scheme

View label scheme (1662 labels for 6 components)
Component Labels
experimental_char_ner_tokenizer TOKEN
senter I, S
tagger !, ., ..., ?, Abr, Ad, Adj, Art, CM, CU, Cmp, Cmpd, CmpdNoGen, Comp, Cond, Coord, Cop, Cp, Deg, Dem, Det, Dir, Foreign, FutInd, Gn, Idf, Imper, Inf, Item, Itj, Its, Loc, Nm, Noun, Num, PastImp, PastInd, Pat, Pers, Poss, Prep, PresImp, PresInd, PresSubj, Pron, Punct, Q, Ref, Rel, Simp, Subord, Subst, Sup, Temp, Unknown, VD, VI, VT, VTI, Vb, Voc, Web, cionn
morphologizer POS=ADP, Case=NomAcc|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, POS=AUX|Tense=Pres|VerbForm=Cop, Number=Sing|POS=PRON|Person=3, Mood=Ind|POS=VERB|Tense=Fut, Definite=Def|Number=Sing|POS=DET|PronType=Art, Case=NomAcc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, POS=SCONJ, Gender=Fem|Number=Sing|POS=PRON|Person=3, POS=PART|PartType=Inf, POS=NOUN|VerbForm=Inf, Number=Sing|POS=ADP|PronType=Art, POS=ADV, POS=PUNCT, POS=PART|PartType=Vb|Polarity=Neg, Form=Len|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Fut, Number=Sing|POS=NOUN, POS=CCONJ, Case=NomAcc|Gender=Fem|Number=Sing|POS=NOUN, Case=NomAcc|Gender=Fem|Number=Sing|POS=ADJ, Mood=Int|POS=AUX|Polarity=Neg|Tense=Pres|VerbForm=Cop, Degree=Pos|POS=ADJ, POS=PART|PartType=Vb|PronType=Rel, Form=Len|Mood=Cnd|POS=VERB, Case=NomAcc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Number=Sing|POS=ADP|Person=1, Case=NomAcc|Gender=Masc|Number=Sing|POS=PROPN, Gender=Masc|Number=Sing|POS=PRON|Person=3, Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Form=Emp|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Rel|Tense=Pres, Case=NomAcc|Form=Ecl|Gender=Fem|Number=Sing|POS=NOUN, Definite=Def|Number=Plur|POS=DET|PronType=Art, Case=NomAcc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Number=Sing|POS=DET|Person=1|Poss=Yes, POS=PART|PartType=Cmpl, Form=Ecl|Mood=Ind|POS=VERB|Tense=Past, POS=PRON|PronType=Dem, POS=PART|PartType=Vb, Form=Len|Mood=Ind|POS=VERB|Tense=Past, Number=Sing|POS=PRON|Person=2, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Number=Sing|POS=PART|PartType=Comp, Degree=Cmp,Sup|POS=ADJ, Case=NomAcc|Form=Len|Gender=Masc|Number=Sing|POS=NOUN, Form=Ecl|Mood=Ind|POS=VERB|Tense=Pres, NumType=Card|POS=NUM, POS=ADJ|VerbForm=Part, Number=Plur|POS=ADP|Person=1, Form=Len|Mood=Ind|Number=Sing|POS=VERB|Person=1|Polarity=Neg|Tense=Pres, POS=PRON|PronType=Int, Mood=Ind|POS=VERB|PronType=Rel|Tense=Pres, Mood=Ind|POS=VERB|Polarity=Neg|Tense=Pres, Dialect=Munster|POS=X, POS=ADP|PrepForm=Cmpd, Case=NomAcc|Gender=Fem|Number=Plur|POS=NOUN, Case=NomAcc|Gender=Masc|Number=Sing|POS=ADJ, Form=Ecl|Mood=Imp|Number=Sing|POS=VERB|Person=1|Tense=Past, POS=NOUN|VerbForm=Vnoun, Gender=Masc|Number=Sing|POS=ADP|Person=3, Gender=Masc|Number=Sing|POS=ADP|Person=3|Poss=Yes, Case=Gen|Gender=Masc|NounType=Strong|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Form=Len|Gender=Fem|Number=Sing|POS=NOUN, Form=Len|Mood=Imp|Number=Plur|POS=VERB|Person=3|Tense=Past, Number=Plur|POS=DET|Person=3|Poss=Yes, Case=NomAcc|Form=Ecl|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|POS=VERB|Tense=Past|Voice=Auto, Number=Plur|POS=PRON|Person=3, Case=Gen|Definite=Def|Gender=Masc|NounType=Weak|Number=Plur|POS=NOUN, Form=Len|POS=NOUN|VerbForm=Inf, POS=PART|PartType=Ad, POS=PART|PartType=Pat, POS=NUM, Mood=Ind|POS=VERB|Tense=Pres, Case=NomAcc|Definite=Def|Gender=Fem|Number=Sing|POS=PROPN, Form=Len|POS=VERB, POS=PRON|Reflex=Yes, POS=VERB, Case=NomAcc|Form=Len|Gender=Fem|Number=Sing|POS=NOUN, Case=NomAcc|Gender=Masc|Number=Plur|POS=NOUN, POS=SCONJ|VerbForm=Cop, Form=Len|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Past, Gender=Masc|Number=Sing|POS=ADP|Person=3|Poss=Yes|PronType=Prs, Case=NomAcc|Form=HPref|Gender=Fem|Number=Sing|POS=NOUN, POS=DET|PronType=Dem, Form=Len|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past, Case=NomAcc|Form=HPref|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Definite=Def|Gender=Masc|NounType=Strong|Number=Plur|POS=NOUN, Case=Gen|Definite=Def|Gender=Fem|NounType=Strong|Number=Plur|POS=NOUN, Case=Dat|Form=Ecl|Gender=Fem|Number=Sing|POS=NOUN, Number=Plur|POS=ADP|Person=3, POS=PART|PartType=Comp, POS=PART, Case=NomAcc|Form=Ecl|Gender=Masc|Number=Plur|POS=NOUN, Case=NomAcc|Form=Len|Gender=Fem|Number=Plur|POS=NOUN, POS=DET|PronType=Ind, Form=Len|Mood=Ind|POS=VERB|Tense=Fut|Voice=Auto, Case=Gen|Gender=Fem|NounType=Strong|Number=Plur|POS=NOUN, Form=Len|Mood=Ind|POS=VERB|Tense=Pres|Voice=Auto, POS=X, POS=PART|PronType=Rel, Form=VF|POS=AUX|Tense=Pres|VerbForm=Cop, Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes, POS=AUX|Polarity=Neg|PronType=Rel|Tense=Pres|VerbForm=Cop, Form=Len|Mood=Ind|POS=VERB|Tense=Pres, Case=Gen|Form=Ecl|Gender=Fem|NounType=Strong|Number=Plur|POS=NOUN, POS=PART|PartType=Vb|Polarity=Neg|PronType=Rel, Number=Sing|POS=PRON|PronType=Int, Abbr=Yes|POS=X, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, POS=AUX|Tense=Past|VerbForm=Cop, Number=Sing|POS=PRON|Person=1, Form=Ecl|Mood=Ind|POS=VERB|Tense=Pres|Voice=Auto, Case=NomAcc|Form=HPref|Gender=Masc|Number=Sing|POS=NOUN, Form=Len|Mood=Ind|POS=VERB|Tense=Fut, Case=Gen|POS=NOUN|VerbForm=Inf, Form=HPref|POS=DET|PronType=Ind, Case=NomAcc|Form=Len|Gender=Masc|Number=Sing|POS=ADJ, Number=Plur|POS=PRON|Person=1, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=NomAcc|Gender=Fem|Number=Sing|POS=PROPN, Case=Gen|Gender=Fem|NounType=Weak|Number=Plur|POS=NOUN, Case=Gen|NounType=Strong|Number=Plur|POS=ADJ, Foreign=Yes|POS=X, Mood=Ind|POS=VERB|Tense=Fut|Voice=Auto, Number=Plur|POS=ADP|Person=3|PronType=Emp, Mood=Ind|POS=VERB|Tense=Past, POS=PART|PartType=Cmpl|Polarity=Neg|Tense=Past, Number=Plur|POS=ADP|Person=3|Poss=Yes, Form=Ecl|POS=NOUN|VerbForm=Inf, Case=Gen|Form=Len|Gender=Masc|Number=Sing|POS=PROPN, Form=Len|NumType=Card|POS=NUM, Abbr=Yes|POS=NUM, Case=NomAcc|NounType=NotSlender|Number=Plur|POS=ADJ, Case=NomAcc|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|NounType=Weak|Number=Plur|POS=PROPN, Mood=Ind|POS=VERB|Tense=Pres|Voice=Auto, POS=AUX|Polarity=Neg|Tense=Past|VerbForm=Cop, Degree=Pos|Form=Len|POS=ADJ, Form=Len|NumType=Ord|POS=NUM, Number=Plur|POS=ADP|PronType=Art, Mood=Imp|Number=Sing|POS=VERB|Person=2, Form=Len|Number=Plur|POS=ADP|Person=1, Case=NomAcc|Form=Len|Gender=Masc|Number=Plur|POS=NOUN, Case=NomAcc|Form=Len|Gender=Fem|Number=Sing|POS=ADJ, Degree=Pos|Form=Ecl|POS=ADJ, Mood=Imp|POS=PART|PartType=Vb, Mood=Cnd|POS=VERB, Number=Sing|POS=ADP|Person=1|Poss=Yes, Form=Ecl|Mood=Cnd|Number=Sing|POS=VERB|Person=1, Form=Len|Mood=Imp|POS=VERB|Tense=Past|Voice=Auto, Case=Gen|Gender=Masc|NounType=Weak|Number=Plur|POS=NOUN, POS=PART|PartType=Num, Form=HPref|NumType=Card|POS=NUM, Form=Len|Mood=Sub|POS=VERB|Polarity=Neg|Tense=Pres, Case=Gen|Form=Len|Gender=Masc|NounType=Strong|Number=Plur|POS=NOUN, Gender=Fem|Number=Sing|POS=ADP|Person=3, Number=Sing|POS=PRON|Person=2|PronType=Emp, POS=PART|PartType=Vb|Tense=Past, Case=NomAcc|Form=Ecl|Gender=Fem|Number=Plur|POS=NOUN, Definite=Def|Dialect=Ulster|POS=X, Form=Ecl|Mood=Ind|POS=VERB|Tense=Fut, POS=PART|PartType=Vb|Polarity=Neg|Tense=Past, POS=PART|PartType=Cmpl|Polarity=Neg, Case=NomAcc|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, POS=ADP|Poss=Yes, Case=Gen|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Form=Len|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Sing|POS=ADJ, Form=Len|Mood=Imp|POS=VERB|Voice=Auto, Definite=Def|POS=DET, POS=AUX|PronType=Rel|Tense=Pres|VerbForm=Cop, Case=NomAcc|NounType=Slender|Number=Plur|POS=ADJ, POS=AUX|Polarity=Neg|PronType=Rel|Tense=Past|VerbForm=Cop, Form=Ecl|Mood=Cnd|POS=VERB, Case=Gen|Form=Ecl|Gender=Masc|Number=Sing|POS=NOUN, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, POS=AUX|Polarity=Neg|Tense=Pres|VerbForm=Cop, Form=Len|Mood=Imp|POS=VERB|Tense=Past, Case=Gen|Form=Ecl|Gender=Masc|NounType=Strong|Number=Plur|POS=NOUN, Number=Sing|POS=ADP|Person=2, Degree=Pos|Form=HPref|POS=ADJ, Dialect=Munster|POS=DET|PronType=Dem, Gender=Fem|Number=Sing|POS=ADP|Person=3|Poss=Yes, Case=NomAcc|Gender=Masc|Number=Plur|POS=PROPN, Number=Plur|POS=ADP|Person=1|PronType=Emp, POS=PART|PartType=Vb|Polarity=Neg|PronType=Rel|Tense=Past, POS=PRON|PronType=Ind, Number=Plur|POS=ADP|Person=1|Poss=Yes, Gender=Fem|Number=Sing|POS=ADP|Person=3|Poss=Yes|PronType=Prs, Case=Gen|NounType=Weak|Number=Plur|POS=ADJ, Form=Emp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres, Case=NomAcc|Form=Len|Gender=Masc|Number=Sing|POS=PROPN, Form=VF|POS=AUX|Polarity=Neg|Tense=Past|VerbForm=Cop, Case=NomAcc|Definite=Def|Gender=Masc|Number=Plur|POS=PROPN, Case=Gen|Gender=Fem|POS=PROPN, Mood=Cnd|Number=Plur|POS=VERB|Person=3, Form=VF|POS=AUX|Polarity=Neg|PronType=Rel|Tense=Past|VerbForm=Cop, Case=NomAcc|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Form=Ecl|Gender=Fem|Number=Sing|POS=NOUN, Case=NomAcc|Form=Emp|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Form=Ecl|Gender=Masc|Number=Plur|POS=PROPN, POS=PROPN, Mood=Imp|POS=PART|PartType=Vb|Polarity=Neg, Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes, Form=Ecl|NumType=Card|POS=NUM, Case=Gen|Form=Len|Gender=Masc|NounType=Weak|Number=Plur|POS=NOUN, Dialect=Munster|Mood=Ind|POS=X|Tense=Past|Voice=Auto, Number=Sing|POS=DET|Person=2|Poss=Yes, Case=Gen|Number=Sing|POS=NOUN, Mood=Ind|POS=VERB|Polarity=Neg|Tense=Past|Voice=Auto, Definite=Def|NumType=Card|POS=NUM, Form=Len|Mood=Cnd|Number=Sing|POS=VERB|Person=1, Case=NomAcc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, Form=Len|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Pres, Form=Len|Mood=Cnd|POS=VERB|Voice=Auto, Mood=Imp|POS=VERB|Tense=Past, Case=Gen|Form=Ecl|Gender=Masc|NounType=Weak|Number=Plur|POS=NOUN, Number=Plur|POS=ADP|Person=3|Poss=Yes|PronType=Prs, Gender=Masc|Number=Sing|POS=PROPN, Form=Len|Mood=Ind|POS=VERB|Tense=Past|Voice=Auto, Definite=Def|Form=Ecl|POS=DET, Number=Plur|POS=ADJ, Form=Ecl|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Fut|Voice=Auto, Form=VF|POS=AUX|Tense=Past|VerbForm=Cop, Form=Len|Number=Sing|POS=NOUN, POS=AUX, Gender=Masc|POS=PRON|Person=3, Case=NomAcc|Form=Len|Gender=Fem|Number=Sing|POS=PROPN, Case=Gen|Form=Len|Gender=Fem|Number=Sing|POS=PROPN, Mood=Int|POS=PART|PartType=Vb|Polarity=Neg, Form=Ecl|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Pres, Form=Ecl|Mood=Imp|POS=VERB|Tense=Past, Number=Sing|POS=PRON|Person=1|PronType=Emp, Case=NomAcc|Foreign=Yes|Gender=Fem|Number=Sing|POS=X, Dialect=Munster|Form=Len|Mood=Ind|Number=Sing|POS=X|Person=1|Tense=Past, POS=PART|PartType=Vb|PronType=Rel|Tense=Past, Form=Len|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past, Mood=Cnd|Number=Sing|POS=VERB|Person=1, Mood=Imp|Number=Plur|POS=VERB|Person=2, POS=PART|PartType=Voc, Form=HPref|POS=NOUN|VerbForm=Inf, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Degree=Cmp,Sup|Form=Len|POS=ADJ, POS=NOUN, Form=Ecl|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres, Case=NomAcc|Form=Ecl|Gender=Fem|Number=Sing|POS=PROPN, POS=ADJ, Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Emp, Number=Plur|POS=ADP|Person=2, POS=SCONJ|Tense=Past|VerbForm=Cop, NumType=Ord|POS=NUM, Mood=Int|POS=AUX|Polarity=Neg|Tense=Past|VerbForm=Cop, Gender=Fem|Number=Sing|POS=NOUN, Number=Plur|POS=PRON|Person=3|PronType=Emp, Dialect=Ulster|POS=X|VerbForm=Cop, Mood=Int|Number=Sing|POS=AUX|PronType=Art|VerbForm=Cop, Case=NomAcc|Definite=Def|Gender=Fem|POS=NOUN, Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Form=Ecl|POS=NOUN|VerbForm=Vnoun, Case=NomAcc|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN, Form=Ecl|Mood=Sub|POS=VERB|Tense=Pres, Case=Voc|Gender=Masc|Number=Sing|POS=NOUN, Case=Voc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Number=Plur|POS=ADJ|PartType=Voc, Form=Len|Mood=Ind|Number=Sing|POS=VERB|Person=1|Polarity=Neg|Tense=Past, Number=Sing|POS=DET|PronType=Int, Form=Len|Mood=Cnd|Number=Plur|POS=VERB|Person=3, Dialect=Munster|Form=Len|Mood=Ind|POS=VERB|Tense=Past, Mood=Imp|Number=Plur|POS=VERB|Person=1|Polarity=Neg, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres, Case=NomAcc|Gender=Masc|POS=PROPN, Case=Gen|Form=Len|Gender=Masc|POS=PROPN, Form=Ecl|POS=VERB, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres, Form=Ecl|Number=Sing|POS=NOUN, Form=Len|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Fut|Voice=Auto, POS=AUX|PronType=Dem|VerbForm=Cop, POS=AUX|PronType=Rel|Tense=Past|VerbForm=Cop, Case=NomAcc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Pres, Form=Ecl|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past, Form=Len|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past, Abbr=Yes|POS=SYM, Case=Gen|Form=Len|Gender=Masc|Number=Sing|POS=ADJ, Form=Len|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Pres|Voice=Auto, POS=PART|PartType=Cop|PronType=Rel, Form=VF|POS=AUX|PronType=Rel|Tense=Past|VerbForm=Cop, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past, Form=Len|Number=Sing|POS=PRON|Person=2, Case=Voc|Form=Len|Gender=Masc|Number=Sing|POS=NOUN, Gender=Masc|Number=Sing|POS=ADJ|PartType=Voc, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Case=Voc|Form=Len|Gender=Fem|POS=PROPN, Case=Gen|Form=HPref|Gender=Fem|Number=Sing|POS=NOUN, Dialect=Ulster|Gender=Masc|Number=Sing|POS=X|Person=3, Mood=Imp|Number=Plur|POS=VERB|Person=1, Form=Ecl|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Fut, Form=Len|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut, Case=NomAcc|Form=HPref|Gender=Masc|Number=Sing|POS=PROPN, POS=ADV|PronType=Int, Form=Ecl|Mood=Cnd|POS=VERB|Voice=Auto, POS=ADP|PronType=Art, Mood=Int|POS=AUX|Tense=Pres|VerbForm=Cop, POS=PART|PartType=Deg, Number=Sing|POS=ADP|Person=1|PronType=Emp, Number=Plur|POS=PRON|Person=1|PronType=Emp, Gender=Masc|Number=Sing|POS=AUX|Person=3|VerbForm=Cop, Foreign=Yes|POS=ADJ, Foreign=Yes|POS=NOUN, Foreign=Yes|POS=VERB, Foreign=Yes|POS=ADP, Abbr=Yes|POS=PROPN, Form=Len|Mood=Cnd|Number=Sing|POS=VERB|Person=2, Case=Voc|Form=Len|Gender=Masc|Number=Plur|POS=NOUN, Form=Len|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Past|Voice=Auto, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past, Case=NomAcc|Form=Ecl|Gender=Masc|Number=Sing|POS=PROPN, Form=Len|POS=ADV, Case=Voc|Form=Len|Gender=Fem|Number=Sing|POS=NOUN, Number=Plur|POS=PRON|Person=2, POS=DET, Number=Sing|POS=ADP|Person=3, Mood=Cnd|POS=VERB|Voice=Auto, Form=Len|Number=Sing|POS=ADP|Person=1, Dialect=Munster|Mood=Imp|Number=Sing|POS=X|Person=2|Polarity=Neg, Dialect=Munster|POS=X|PronType=Dem, Form=Len|POS=VERB|Polarity=Neg, Form=Ecl|Mood=Ind|POS=VERB|Polarity=Neg|Tense=Past, Case=Gen|Gender=Masc|POS=PROPN, Form=Ecl|NumType=Ord|POS=NUM, Mood=Ind|POS=VERB|PronType=Rel|Tense=Fut, Form=Len|Number=Plur|POS=ADP|Person=3, Case=NomAcc|Form=HPref|Gender=Fem|Number=Plur|POS=NOUN, Form=Ecl|Mood=Ind|POS=VERB|Tense=Fut|Voice=Auto, Form=Len|POS=ADJ|VerbForm=Part, Case=Gen|Form=Len|Gender=Fem|POS=PROPN, Form=Ecl|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres, Case=Voc|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Form=Len|POS=NOUN|VerbForm=Inf, Degree=Pos|POS=NOUN, POS=AUX|PartType=Comp|Tense=Past|VerbForm=Cop, Number=Plur|POS=DET|Person=1|Poss=Yes, Case=Dat|Form=Len|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Form=HPref|Gender=Fem|Number=Sing|POS=PROPN, POS=ADP|Person=3|Poss=Yes, POS=NOUN|Reflex=Yes, Dialect=Ulster|POS=X|PartType=Vb|Polarity=Neg, Form=Emp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres, Gender=Masc|Number=Sing|POS=ADP|Person=3|PronType=Emp, Form=Ecl|POS=PART|PartType=Vb|PronType=Rel, Form=Ecl|Mood=Cnd|POS=VERB|Polarity=Neg, Case=Gen|Form=Ecl|Gender=Fem|Number=Plur|POS=PROPN, Form=Len|Mood=Cnd|POS=VERB|Polarity=Neg, Form=Len|POS=PRON|PronType=Ind, Gender=Masc|Number=Sing|POS=NOUN, Form=Len|Gender=Fem|Number=Sing|POS=PROPN, Gender=Masc|Number=Plur|POS=PROPN, Gender=Masc|Number=Plur|POS=NOUN, Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Gender=Fem|Number=Plur|POS=NOUN, Form=Ecl|Gender=Masc|Number=Sing|POS=NOUN, Form=Len|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Form=HPref|Gender=Fem|POS=PROPN, Form=Len|Gender=Masc|Number=Sing|POS=NOUN, Form=Len|Gender=Fem|Number=Sing|POS=NOUN, Form=Len|Gender=Masc|Number=Sing|POS=PROPN, Form=HPref|Gender=Fem|Number=Sing|POS=NOUN, NounType=Slender|Number=Plur|POS=ADJ, Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Form=Ecl|Gender=Masc|Number=Plur|POS=NOUN, Form=Ecl|Gender=Fem|Number=Plur|POS=NOUN, POS=PRON, Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Gender=Fem|Number=Sing|POS=ADJ, Gender=Fem|Number=Sing|POS=PROPN, Number=Sing|POS=NOUN|PartType=Comp, Definite=Def|Gender=Masc|Number=Sing|POS=PROPN, Form=Ecl|Gender=Fem|Number=Sing|POS=NOUN, POS=PART|PartType=Cmpl|Tense=Past, Form=Ecl|Mood=Int|POS=VERB|Polarity=Neg, Gender=Masc|Number=Sing|POS=ADJ, Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Number=Plur|POS=DET|PronType=Art, NounType=NotSlender|Number=Plur|POS=ADJ, Mood=Cnd|POS=AUX|VerbForm=Cop, Case=Gen|Gender=Fem|Number=Plur|POS=ADJ, Form=Len|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres, Gender=Masc|Number=Sing|POS=INTJ, Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Emp, Gender=Fem|Number=Sing|POS=SCONJ, POS=PART|Tense=Pres|VerbForm=Cop, Case=Gen|Definite=Def|Gender=Fem|NounType=Weak|Number=Plur|POS=NOUN, Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Number=Sing|POS=ADJ, Form=Ecl|Gender=Fem|Number=Sing|POS=PROPN, POS=DET|PronType=Art, Form=Ecl,Emp|Mood=Imp|Number=Sing|POS=VERB|Person=1|Tense=Past, Form=Ecl|Mood=Cnd,Int|POS=VERB, Definite=Def|Dialect=Munster|Gender=Fem|Number=Sing|POS=X, POS=AUX|PronType=Dem, POS=AUX|PartType=Cmpl|Tense=Pres|VerbForm=Cop, Form=Len|Gender=Masc|Number=Plur|POS=ADJ, Mood=Imp|Number=Sing|POS=VERB|Person=1|Tense=Past, POS=PART|PartType=Inf|PronType=Rel, Form=Ecl|Number=Plur|POS=NOUN, Form=Len|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres, POS=SCONJ|Tense=Past, Form=HPref|Gender=Masc|Number=Sing|POS=ADP|Person=3, Form=Ecl|Gender=Masc|Number=Sing|POS=PROPN, Definite=Def|Gender=Fem|Number=Sing|POS=PROPN, Form=HPref|Gender=Masc|Number=Sing|POS=PRON|Person=3, POS=INTJ, Form=HPref|Gender=Fem|Number=Plur|POS=NOUN, Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Form=Len|Gender=Fem|NounType=Strong|Number=Plur|POS=NOUN, Form=Ecl|Mood=Sub|POS=VERB|Tense=Pres|Voice=Auto, Number=Sing|POS=VERB|Person=1, Gender=Masc|POS=PROPN, POS=ADP|PronType=Rel, Mood=Ind|POS=NOUN|PronType=Rel|Tense=Pres, Form=Ecl|Mood=Cnd|Number=Plur|POS=VERB|Person=3, Gender=Masc|Number=Plur|POS=ADJ, Form=Ecl|Mood=Cnd,Int|POS=VERB|Voice=Auto, Form=Len|Gender=Fem|Number=Plur|POS=NOUN, Gender=Fem|POS=PROPN, Mood=Cnd|Number=Sing|POS=VERB|Person=2, Form=HPref|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Plur|POS=PROPN, Dialect=Ulster|Gender=Masc|Number=Plur|POS=X, Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN
parser ROOT, acl:relcl, advcl, advmod, amod, appos, case, case:voc, cc, ccomp, compound, compound:prt, conj, cop, csubj:cleft, csubj:cop, dep, det, fixed, flat, flat:foreign, flat:name, list, mark, mark:prt, nmod, nmod:poss, nsubj, nummod, obj, obl, obl:prep, obl:tmod, parataxis, punct, vocative, xcomp, xcomp:pred
experimental_edit_tree_lemmatizer 1, 2, 4, 7, 10, 11, 13, 15, 16, 17, 19, 21, 25, 27, 28, 30, 32, 34, 36, 37, 40, 42, 44, 46, 51, 54, 56, 59, 62, 64, 66, 68, 70, 72, 73, 74, 77, 81, 83, 85, 88, 89, 91, 93, 96, 99, 100, 102, 104, 108, 114, 116, 119, 120, 121, 123, 126, 127, 128, 131, 133, 135, 137, 138, 139, 142, 144, 145, 147, 149, 151, 153, 157, 159, 161, 164, 165, 169, 171, 173, 176, 181, 183, 185, 186, 188, 189, 191, 193, 194, 195, 197, 199, 201, 202, 205, 207, 209, 210, 213, 216, 217, 220, 221, 223, 225, 227, 228, 230, 232, 233, 236, 238, 240, 241, 242, 244, 246, 247, 249, 251, 252, 254, 256, 257, 259, 264, 267, 268, 271, 273, 275, 276, 278, 279, 280, 282, 283, 285, 286, 289, 291, 293, 295, 296, 299, 301, 302, 303, 304, 305, 306, 308, 310, 311, 312, 315, 318, 319, 320, 321, 323, 325, 327, 328, 332, 334, 336, 339, 341, 343, 346, 348, 350, 353, 355, 358, 359, 361, 363, 365, 366, 367, 368, 370, 371, 373, 376, 378, 380, 381, 384, 385, 386, 389, 390, 392, 396, 398, 400, 401, 402, 405, 407, 409, 410, 411, 413, 415, 416, 419, 421, 422, 423, 426, 427, 428, 429, 430, 431, 432, 433, 434, 437, 438, 439, 440, 441, 442, 443, 446, 449, 453, 455, 457, 458, 459, 461, 462, 464, 466, 469, 471, 473, 475, 478, 479, 480, 482, 483, 485, 487, 490, 491, 492, 495, 496, 497, 500, 502, 505, 507, 509, 512, 513, 515, 516, 518, 520, 522, 523, 525, 527, 530, 531, 532, 534, 536, 537, 538, 540, 541, 542, 545, 546, 548, 549, 551, 554, 557, 560, 562, 564, 565, 567, 570, 571, 573, 574, 578, 579, 581, 585, 587, 590, 591, 592, 596, 597, 598, 599, 600, 602, 604, 605, 606, 608, 609, 611, 613, 614, 616, 618, 619, 621, 623, 624, 627, 628, 629, 630, 632, 633, 635, 636, 637, 640, 642, 644, 646, 648, 649, 651, 653, 655, 656, 657, 659, 660, 663, 665, 667, 669, 673, 675, 676, 678, 682, 683, 686, 688, 690, 691, 693, 696, 698, 702, 705, 708, 710, 711, 712, 714, 715, 717, 719, 721, 722, 724, 725, 727, 729, 734, 736, 738, 739, 742, 743, 744, 746, 750, 751, 753, 755, 756, 758, 759, 760, 761, 762, 764, 766, 767, 769, 770, 771, 772, 773, 774, 777, 778, 780, 781, 783, 784, 785, 787, 789, 790, 793, 794, 796, 798, 800, 802, 803, 805, 808, 809, 810, 811, 813, 815, 816, 817, 820, 822, 827, 828, 830, 833, 836, 837, 838, 841, 842, 843, 845, 847, 849, 850, 852, 24, 854, 856, 859, 860, 861, 862, 863, 864, 866, 868, 869, 870, 873, 874, 877, 878, 879, 881, 884, 886, 888, 889, 890, 893, 894, 897, 898, 900, 902, 905, 908, 909, 910, 911, 912, 913, 915, 916, 917, 919, 921, 924, 926, 927, 928, 929, 930, 932, 935, 937, 941, 943, 945, 946, 948, 950, 951, 953, 954, 955, 958, 960, 963, 965, 966, 967, 968, 969, 971, 974, 976, 978, 979, 981, 982, 983, 984, 985, 986, 988, 990, 992, 994, 997, 998, 999, 1001, 1003, 1004, 1006, 1008, 1010, 1011, 1012, 1015, 1017, 1019, 1020, 1021, 1022, 1025, 1028, 1030, 1032, 1033, 1035, 1036, 1039, 1040, 1041, 1042, 1044, 1045, 1046, 1047, 1048, 1049, 1051, 1053, 1055, 1056, 1057, 1058, 1061, 1062, 1064, 1065, 1068, 1070, 1071, 1073, 1074, 1076, 1078, 1080, 1082, 1084, 1086, 1087, 1088, 1089, 1090, 1091, 1092, 1093, 1095, 1097, 1100, 1101, 1103, 1105, 1106, 1108, 1110, 1113, 1114, 1115, 1117, 1118, 1120, 1123, 1127, 1128, 1129, 1131, 1135, 1137, 1138, 1140, 1141, 1143, 1144, 1145, 818, 1146, 1148, 1149, 1150, 1152, 1154, 1157, 1159, 1160, 1163, 1166, 1168, 1170, 1171, 1173, 1174, 1176, 1179, 1180, 1182, 1183, 1184, 1186, 1187, 1188, 1189, 1191, 1192, 1195, 1198, 1199, 1200, 1201, 1202, 1205, 1206, 1208, 1210, 1212, 1214, 1215, 1217, 1218, 1219, 1220, 1223, 1227, 1228, 1230, 1231, 1233, 1235, 1236, 1240, 1242, 1244, 1245, 1247, 1248, 1249, 1251, 1252, 1253, 1254, 1255, 1256, 1259, 1260, 1263, 1264, 1267, 1270, 1272, 1273, 1275, 1277, 1279, 1281, 1282, 1283, 1285, 1286, 1288, 1290, 1292, 1295, 1297, 1298, 1299, 1301, 1302, 1305, 1306, 1308, 1309, 1310, 1311, 1313, 1315, 1317, 1318, 1319, 1321, 1323, 1325, 1326, 1327, 1330, 1333, 1336, 1338, 1339, 1340, 1341, 1343, 0, 1345, 1347, 1350, 1352, 1356, 1359, 1360, 1361, 1362, 1365, 1367, 1368, 1369, 1371, 1373, 1375, 1378, 1379, 1382, 1384, 1387, 1390, 1392, 1395, 1396, 1397, 1400, 1403, 1406, 1407, 1410, 1411, 1412, 1414, 1416, 1418, 1421, 1422, 1423, 1424, 1426, 1429, 1431, 1433, 1436, 1437, 1442, 1443, 1445, 1446, 1448, 1449, 1450, 1451, 1452, 1453, 1454, 1457, 1460, 1462, 1463, 1466, 1467, 1470, 1471, 1473, 1474, 1477, 1479, 1480, 1481, 1484, 1486, 1489, 1492, 1495, 1496, 1497, 1498, 1501, 1502, 1505, 1506, 1508, 1509, 1510, 1511, 1513, 1514, 1516, 1518, 1521, 1523, 1527, 1528, 1531, 1532, 1534, 1537, 1540, 1541, 1544, 1545, 1547, 1548, 1549, 1550, 1551, 1552, 1553, 1554, 1555, 1557, 1558, 1559, 1560, 1561, 1563, 1565, 1566, 1567, 1569, 1571, 1573, 1576, 1578, 1579, 1580, 1582, 1583, 1211, 1585, 1587, 1588, 1590, 1593, 1595, 1596, 1597, 1598, 1599, 1602, 1604, 1606, 1608, 1610, 1611, 1612, 1613, 1615, 1617, 1618, 1620, 1622, 1623, 1624, 1625, 1626, 1629, 1630, 1632, 1633, 1634, 1637, 1639, 65, 1641, 1643, 1644, 1646, 1648, 1649, 1650, 1651, 1652, 1654, 1655, 1658, 1660, 1661, 1662, 1663, 1665, 1666, 1668, 1669, 1671, 1672, 1675, 1676, 1680, 1681, 1682, 1684, 1687, 1689, 1690, 1691, 1692, 1693, 1695, 1696, 1698, 1699, 1700, 1702, 1703, 1704, 1706, 1707, 1708, 1709, 1712, 1715, 1716, 1719, 1722, 1724, 1725, 1726, 1727, 1729, 1730, 1731, 1733, 1736, 1738, 1739, 1742, 1745, 1746, 1747, 1749, 1750, 1752, 1753, 1754, 1757, 1758, 1761, 1764, 1765, 1766, 1767, 1768, 1769, 1771, 1772, 1774, 1776, 1777, 1780, 1783, 1784, 1787, 1789, 1791, 1792, 1794, 1797, 1798, 1800, 1803, 1804, 1807, 1808, 1810, 1812, 1814, 1815, 1817, 1819, 1820, 1822, 1824, 1825, 1826, 1827, 1830, 1832, 1833, 1836, 1840, 1843, 1844, 1846, 1849, 1851, 1853, 1854, 1857, 1859, 1860, 1861, 1862, 1863, 1864, 1865, 1868, 1869, 1872, 1873, 1875, 1877, 1878, 1879, 1882, 1884, 1886, 1888, 1889, 1892, 1895, 1898, 1899, 1901, 1903, 1904, 1905, 1907, 1910, 1912, 1913, 1914, 1917, 1919, 1921, 1924, 1925, 1926, 1928, 1931, 1934, 1936, 1938, 1939, 1636, 1942, 1945, 1947, 1948, 1949, 1950, 1952, 1954, 1956, 1957, 1959, 1961, 1963, 1964, 1965, 1968, 1969, 1970, 1971, 1973, 1974, 1978, 1980, 1981, 1983, 1984, 1987, 1990, 1991, 1994, 1995, 1996, 1997, 1998, 1999, 2001, 2003, 2004, 2006, 2008, 2010

Accuracy

Type Score
TOKEN_F 99.74
TOKEN_P 99.73
TOKEN_R 99.74
TOKEN_ACC 99.95
SENTS_F 97.57
SENTS_P 97.35
SENTS_R 97.78
TAG_ACC 93.34
POS_ACC 92.17
MORPH_ACC 68.98
DEP_UAS 83.61
DEP_LAS 74.65
LEMMA_ACC 89.81