README.md

metadata

tags:
  - spacy
  - token-classification
language:
  - multilingual
model-index:
  - name: xx_chu_sigtyp_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.8442119627
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.7929370753
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.77755035
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.7139139443
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.8194616977

Feature	Description
Name	xx_chu_sigtyp_trf
Version	0.1.0
spaCy	>=3.6.1,<3.7.0
Default Pipeline	transformer, parser, trainable_lemmatizer, tagger
Components	transformer, parser, trainable_lemmatizer, tagger
Vectors	0 keys, 0 unique vectors (0 dimensions)
Sources	n/a
License	n/a
Author	n/a

Label Scheme

View label scheme (1456 labels for 2 components)

Component	Labels
parser	ROOT, acl, advcl, advcl:cmp, advmod, amod, appos, aux, case, cc, ccomp, conj, cop, csubj, dep, det, discourse, dislocated, expl:pv, fixed, flat:name, mark, nmod, nsubj, nsubj:outer, nsubj:pass, nummod, obj, obl, obl:agent, obl:arg, orphan, parataxis, vocative, xcomp
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A-__Case=Acc|Degree=Pos|Gender=Fem|Number=Plur, A-__Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|Variant=Short, A-__Case=Acc|Degree=Pos|Gender=Fem|Number=Sing, A-__Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|Variant=Short, A-__Case=Acc|Degree=Pos|Gender=Masc,Neut|Number=Plur|Variant=Short, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Dual, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Dual|Variant=Short, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Plur, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|Variant=Short, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Sing, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|Variant=Short, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Dual, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Dual|Variant=Short, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Plur, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|Variant=Short, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Sing, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|Variant=Short, 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Ps__Case=Loc|Gender=Masc|Number=Sing|Person=1|Poss=Yes, Ps__Case=Loc|Gender=Masc|Number=Sing|Person=2|Poss=Yes, Ps__Case=Loc|Gender=Neut|Number=Dual|Person=1|Poss=Yes, Ps__Case=Loc|Gender=Neut|Number=Dual|Person=2|Poss=Yes, Ps__Case=Loc|Gender=Neut|Number=Plur|Person=1|Poss=Yes, Ps__Case=Loc|Gender=Neut|Number=Plur|Person=2|Poss=Yes, Ps__Case=Loc|Gender=Neut|Number=Sing|Person=1|Poss=Yes, Ps__Case=Loc|Gender=Neut|Number=Sing|Person=2|Poss=Yes, Ps__Case=Loc|Number=Dual|Person=1|Poss=Yes, Ps__Case=Loc|Number=Dual|Person=2|Poss=Yes, Ps__Case=Loc|Number=Plur|Person=1|Poss=Yes, Ps__Case=Loc|Number=Plur|Person=2|Poss=Yes, Ps__Case=Nom|Gender=Fem,Neut|Number=Dual|Person=1|Poss=Yes, Ps__Case=Nom|Gender=Fem,Neut|Number=Dual|Person=2|Poss=Yes, Ps__Case=Nom|Gender=Fem|Number=Dual|Person=1|Poss=Yes, Ps__Case=Nom|Gender=Fem|Number=Dual|Person=2|Poss=Yes, Ps__Case=Nom|Gender=Fem|Number=Plur|Person=1|Poss=Yes, Ps__Case=Nom|Gender=Fem|Number=Plur|Person=2|Poss=Yes, Ps__Case=Nom|Gender=Fem|Number=Sing|Person=1|Poss=Yes, Ps__Case=Nom|Gender=Fem|Number=Sing|Person=2|Poss=Yes, Ps__Case=Nom|Gender=Masc|Number=Plur|Person=1|Poss=Yes, Ps__Case=Nom|Gender=Masc|Number=Plur|Person=2|Poss=Yes, Ps__Case=Nom|Gender=Masc|Number=Sing|Person=1|Poss=Yes, Ps__Case=Nom|Gender=Masc|Number=Sing|Person=2|Poss=Yes, Ps__Case=Nom|Gender=Neut|Number=Dual|Person=1|Poss=Yes, Ps__Case=Nom|Gender=Neut|Number=Dual|Person=2|Poss=Yes, Ps__Case=Nom|Gender=Neut|Number=Plur|Person=1|Poss=Yes, Ps__Case=Nom|Gender=Neut|Number=Plur|Person=2|Poss=Yes, Ps__Case=Nom|Gender=Neut|Number=Sing|Person=1|Poss=Yes, Ps__Case=Nom|Gender=Neut|Number=Sing|Person=2|Poss=Yes, Ps__Case=Voc|Gender=Fem|Number=Plur|Person=2|Poss=Yes, Ps__Case=Voc|Gender=Fem|Number=Sing|Person=1|Poss=Yes, Ps__Case=Voc|Gender=Masc|Number=Sing|Person=1|Poss=Yes, Pt__Case=Acc|Gender=Fem,Masc|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Acc|Gender=Fem,Neut|Number=Dual|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Acc|Gender=Fem|Number=Dual|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Acc|Gender=Fem|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Acc|Gender=Fem|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Acc|Gender=Masc|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Acc|Gender=Masc|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Acc|Gender=Neut|Number=Dual|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Acc|Gender=Neut|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Acc|Gender=Neut|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Fem,Masc|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Fem|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Fem|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Masc,Neut|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Masc|Number=Dual|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Masc|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Masc|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Neut|Number=Dual|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Neut|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Gender=Neut|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Number=Dual|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Dat|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Gen|Gender=Fem,Masc|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Gen|Gender=Fem|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Gen|Gender=Fem|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Gen|Gender=Masc,Neut|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Gen|Gender=Masc|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Gen|Gender=Masc|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Gen|Gender=Neut|Number=Dual|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Gen|Gender=Neut|Number=Plur|Person=3|Poss=Yes|Reflex=Yes, Pt__Case=Gen|Gender=Neut|Number=Sing|Person=3|Poss=Yes|Reflex=Yes, 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V-__Mood=Imp|Number=Dual|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Imp|Number=Dual|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Imp|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Pass, V-__Mood=Imp|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Imp|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Dual|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Dual|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Dual|Person=2|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Dual|Person=2|Tense=Fut|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Dual|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Dual|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Dual|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Dual|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Plur|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Plur|Person=2|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=2|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, V-__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, V-__Tense=Pres|VerbForm=Inf|Voice=Act, V-__Tense=Pres|VerbForm=Inf|Voice=Pass

Accuracy

Type	Score
DEP_UAS	77.76
DEP_LAS	71.39
SENTS_P	77.09
SENTS_R	87.45
SENTS_F	81.95
LEMMA_ACC	79.29
TAG_ACC	84.42
TRANSFORMER_LOSS	275386.58
PARSER_LOSS	51676.27
TRAINABLE_LEMMATIZER_LOSS	13881.84
TAGGER_LOSS	26058.41