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explosion
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ga_udv25_irishidt_trf

Token Classification
spaCy
Irish
Eval Results
Model card Files Community
ga_udv25_irishidt_trf
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---
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](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105) (Zeman, Daniel; et al.) |
| **License** | `CC BY-SA 4.0` |
| **Author** | [Explosion](https://explosion.ai) |

### Label Scheme

<details>

<summary>View label scheme (1662 labels for 6 components)</summary>

| 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` |

</details>

### 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 |