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xx_got_sigtyp_trf

Token Classification
spaCy
multilingual
Eval Results
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metadata
tags:
  - spacy
  - token-classification
language:
  - multilingual
model-index:
  - name: xx_got_sigtyp_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.8760590445
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9514325646
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.8863656215
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9142159002
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.8144978166
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.7479703186
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.8357949609
Feature Description
Name xx_got_sigtyp_trf
Version 0.1.0
spaCy >=3.6.1,<3.7.0
Default Pipeline transformer, parser, trainable_lemmatizer, tagger, morphologizer
Components transformer, parser, trainable_lemmatizer, tagger, morphologizer
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (1331 labels for 3 components)
Component Labels
parser ROOT, acl, advcl, advcl:cmp, advmod, amod, appos, case, cc, ccomp, conj, dep, det, discourse, dislocated, expl:pv, flat:name, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, obl:agent, obl:arg, orphan, parataxis, vocative, xcomp
tagger A-, A-__Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|Strength=Weak, A-__Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|Strength=Weak, A-__Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|Strength=Weak, A-__Case=Acc|Degree=Cmp|Gender=Masc|Number=Sing|Strength=Weak, A-__Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|Strength=Weak, A-__Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|Strength=Weak, A-__Case=Acc|Degree=Pos|Gender=Fem,Neut|Number=Sing|Strength=Weak, A-__Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|Strength=Strong, A-__Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|Strength=Weak, A-__Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|Strength=Strong, A-__Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|Strength=Weak, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Plur, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|Strength=Strong, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|Strength=Weak, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|Strength=Strong, A-__Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|Strength=Weak, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|Strength=Strong, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|Strength=Weak, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|Strength=Strong, A-__Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|Strength=Weak, A-__Case=Acc|Degree=Sup|Gender=Masc|Number=Plur|Strength=Strong, A-__Case=Acc|Degree=Sup|Gender=Masc|Number=Plur|Strength=Weak, A-__Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|Strength=Strong, A-__Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|Strength=Weak, A-__Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|Strength=Strong, A-__Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|Strength=Weak, A-__Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|Strength=Weak, A-__Case=Dat|Degree=Cmp|Gender=Fem|Number=Sing|Strength=Weak, A-__Case=Dat|Degree=Cmp|Gender=Masc,Neut|Number=Sing|Strength=Weak, A-__Case=Dat|Degree=Cmp|Gender=Masc|Number=Plur|Strength=Weak, A-__Case=Dat|Degree=Cmp|Gender=Masc|Number=Sing|Strength=Strong, A-__Case=Dat|Degree=Cmp|Gender=Masc|Number=Sing|Strength=Weak, A-__Case=Dat|Degree=Cmp|Gender=Neut|Number=Sing|Strength=Weak, A-__Case=Dat|Degree=Pos|Gender=Fem|Number=Plur|Strength=Strong, A-__Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|Strength=Strong, A-__Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|Strength=Weak, A-__Case=Dat|Degree=Pos|Gender=Masc,Neut|Number=Plur|Strength=Weak, A-__Case=Dat|Degree=Pos|Gender=Masc,Neut|Number=Sing|Strength=Strong, A-__Case=Dat|Degree=Pos|Gender=Masc,Neut|Number=Sing|Strength=Weak, A-__Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|Strength=Strong, A-__Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|Strength=Weak, A-__Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|Strength=Strong, A-__Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|Strength=Weak, A-__Case=Dat|Degree=Pos|Gender=Neut|Number=Plur|Strength=Strong, A-__Case=Dat|Degree=Pos|Gender=Neut|Number=Plur|Strength=Weak, 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A-__Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|Strength=Weak, A-__Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur|Strength=Weak, A-__Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|Strength=Weak, A-__Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|Strength=Weak, A-__Case=Nom|Degree=Pos|Gender=Fem,Neut|Number=Sing|Strength=Strong, A-__Case=Nom|Degree=Pos|Gender=Fem,Neut|Number=Sing|Strength=Weak, A-__Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|Strength=Strong, A-__Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|Strength=Weak, A-__Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|Strength=Strong, A-__Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|Strength=Weak, A-__Case=Nom|Degree=Pos|Gender=Masc,Neut|Number=Sing|Strength=Strong, A-__Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|Strength=Strong, A-__Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|Strength=Weak, A-__Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|Strength=Strong, A-__Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|Strength=Weak, 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A-__Case=Voc|Degree=Pos|Gender=Neut|Number=Sing|Strength=Weak, C-, Df, Df__Degree=Cmp, Df__Degree=Pos, Df__Degree=Sup, Df__Polarity=Neg, Dq__PronType=Rel, Du__PronType=Int, F-, G-, I-, Ma, Ma__Case=Acc|Gender=Fem,Masc|Number=Plur, Ma__Case=Acc|Gender=Fem|Number=Plur, Ma__Case=Acc|Gender=Fem|Number=Sing, Ma__Case=Acc|Gender=Masc|Number=Plur, Ma__Case=Acc|Gender=Masc|Number=Sing, Ma__Case=Acc|Gender=Neut|Number=Plur, Ma__Case=Acc|Gender=Neut|Number=Sing, Ma__Case=Dat|Gender=Fem,Masc|Number=Plur, Ma__Case=Dat|Gender=Fem|Number=Plur, Ma__Case=Dat|Gender=Fem|Number=Sing, Ma__Case=Dat|Gender=Masc,Neut|Number=Plur, Ma__Case=Dat|Gender=Masc,Neut|Number=Sing, Ma__Case=Dat|Gender=Masc|Number=Plur, Ma__Case=Dat|Gender=Masc|Number=Sing, Ma__Case=Dat|Gender=Neut|Number=Plur, Ma__Case=Dat|Gender=Neut|Number=Sing, Ma__Case=Dat|Number=Plur, Ma__Case=Gen|Gender=Fem,Masc|Number=Plur, Ma__Case=Gen|Gender=Fem|Number=Plur, Ma__Case=Gen|Gender=Fem|Number=Sing, Ma__Case=Gen|Gender=Masc,Neut|Number=Plur, 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Nb__Case=Acc|Number=Sing, Nb__Case=Dat|Gender=Fem,Masc|Number=Plur, Nb__Case=Dat|Gender=Fem,Masc|Number=Sing, Nb__Case=Dat|Gender=Fem|Number=Plur, Nb__Case=Dat|Gender=Fem|Number=Sing, Nb__Case=Dat|Gender=Masc,Neut|Number=Plur, Nb__Case=Dat|Gender=Masc,Neut|Number=Sing, Nb__Case=Dat|Gender=Masc|Number=Plur, Nb__Case=Dat|Gender=Masc|Number=Sing, Nb__Case=Dat|Gender=Neut|Number=Plur, Nb__Case=Dat|Gender=Neut|Number=Sing, Nb__Case=Dat|Number=Plur, Nb__Case=Dat|Number=Sing, Nb__Case=Gen|Gender=Fem,Masc|Number=Sing, Nb__Case=Gen|Gender=Fem|Number=Plur, Nb__Case=Gen|Gender=Fem|Number=Sing, Nb__Case=Gen|Gender=Masc,Neut|Number=Sing, Nb__Case=Gen|Gender=Masc|Number=Plur, Nb__Case=Gen|Gender=Masc|Number=Sing, Nb__Case=Gen|Gender=Neut|Number=Plur, Nb__Case=Gen|Gender=Neut|Number=Sing, Nb__Case=Gen|Number=Plur, Nb__Case=Nom|Gender=Fem,Masc|Number=Sing, Nb__Case=Nom|Gender=Fem,Neut|Number=Sing, Nb__Case=Nom|Gender=Fem|Number=Plur, Nb__Case=Nom|Gender=Fem|Number=Sing, 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Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Voc|Gender=Masc|Number=Plur|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Fem|Number=Plur|POS=DET|Person=1|Poss=Yes, Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Acc|Gender=Masc|Number=Sing|POS=NUM, Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Strength=Weak|Tense=Past|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Fem|Number=Sing|POS=NUM, Case=Gen|Degree=Sup|Gender=Masc,Neut|Number=Sing|POS=ADJ|Strength=Weak, Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Masc|Number=Sing|POS=DET|Person=1|Poss=Yes, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Strength=Strong|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ|Strength=Strong, Case=Dat|Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|Reflex=Yes, Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Masc|Number=Plur|POS=DET|Person=1|Poss=Yes, Case=Gen|Number=Plur|POS=NUM, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ|Strength=Strong, Case=Gen|Gender=Neut|Number=Sing|POS=DET|Person=3|Poss=Yes|Reflex=Yes, Case=Gen|Gender=Neut|Number=Sing|POS=DET|Person=2|Poss=Yes, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Int, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=2|Poss=Yes, Case=Nom|Degree=Pos|Gender=Fem,Neut|Number=Sing|POS=ADJ|Strength=Weak, Case=Gen|Gender=Masc|Number=Sing|POS=NUM, Case=Nom|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Ind|Number=Dual|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Voc|Gender=Masc|Number=Sing|POS=VERB|Strength=Strong|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ|Strength=Weak, Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Plur|POS=DET, Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Strength=Weak|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|Strength=Weak, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Strength=Weak, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs, POS=VERB, Case=Nom|Gender=Fem,Masc|Number=Sing|POS=NOUN, Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ|Strength=Weak, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ|Strength=Strong, Case=Acc|Number=Sing|POS=PROPN, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=2|Poss=Yes, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|Strength=Weak, Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ|Strength=Weak, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=2|Poss=Yes, Case=Gen|Gender=Neut|Number=Sing|POS=NUM, Mood=Opt|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Dat|Gender=Masc,Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|Reflex=Yes, Case=Gen|Gender=Neut|Number=Plur|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Neut|Number=Plur|POS=DET|Person=3|Poss=Yes|Reflex=Yes, Case=Nom|Gender=Neut|Number=Plur|POS=PRON, Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, Mood=Imp|Number=Dual|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Neut|Number=Plur|POS=DET|Person=1|Poss=Yes, Case=Nom|Gender=Fem|Number=Sing|POS=DET|Person=2|Poss=Yes, Case=Gen|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ|Strength=Weak, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Masc,Neut|Number=Sing|POS=PROPN, Aspect=Perf|Case=Gen|Gender=Masc,Neut|Number=Sing|POS=VERB|Strength=Strong|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Fem,Masc|Number=Sing|POS=DET|Person=2|Poss=Yes, Case=Acc|Gender=Fem|Number=Sing|POS=DET|Person=1|Poss=Yes, Case=Gen|Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|Reflex=Yes, Case=Gen|Gender=Masc,Neut|Number=Plur|POS=NUM, Case=Gen|Gender=Fem,Masc|Number=Plur|POS=NUM, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=1|Poss=Yes, Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Perf|Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem|Number=Plur|POS=NUM, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|Strength=Weak, Case=Gen|Gender=Masc|Number=Plur|POS=VERB|Strength=Strong|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes, Case=Acc|Gender=Masc,Neut|Number=Sing|POS=NOUN, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Strength=Strong, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Masc,Neut|Number=Sing|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Degree=Sup|Number=Plur|POS=ADJ|Strength=Strong, Case=Dat|Degree=Pos|Gender=Masc,Neut|Number=Plur|POS=ADJ|Strength=Weak, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Neut|Number=Sing|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Fem|Number=Plur|POS=NUM, Case=Acc|Gender=Fem|Number=Plur|POS=PRON, Case=Voc|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem,Neut|Number=Sing|POS=NOUN, Case=Acc|Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Int, Case=Dat|Gender=Masc,Neut|Number=Plur|POS=NUM, Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ|Strength=Weak, Case=Gen|Degree=Pos|Gender=Masc,Neut|Number=Sing|POS=ADJ|Strength=Weak, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ|Strength=Weak, Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, Aspect=Perf|Case=Nom|Gender=Neut|Number=Plur|POS=VERB|Strength=Weak|Tense=Past|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ|Strength=Weak, Case=Acc|Gender=Masc|Number=Dual|POS=PRON|Person=1|PronType=Prs, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=1|Poss=Yes, Case=Dat|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Gen|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Dat|Gender=Fem|Number=Sing|POS=NUM, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel, Case=Dat|Gender=Fem,Masc|Number=Plur|POS=DET|Person=1|Poss=Yes, Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Masc,Neut|Number=Plur|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Opt|Number=Dual|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|Strength=Strong, Case=Gen|Gender=Masc,Neut|Number=Sing|POS=NOUN, Case=Acc|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ|Strength=Strong, Case=Gen|Gender=Fem,Masc|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=PROPN, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Dat|Number=Plur|POS=NOUN, Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=VERB|Strength=Weak|Tense=Past|VerbForm=Part|Voice=Pass, Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ|Strength=Weak, Case=Nom|Degree=Pos|Gender=Masc,Neut|Number=Sing|POS=ADJ|Strength=Strong, Case=Dat|Gender=Fem,Masc|Number=Plur|POS=NOUN, Case=Acc|Number=Dual|POS=PRON|Person=2|PronType=Prs, Case=Dat|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ|Strength=Weak, Aspect=Perf|Case=Gen|Gender=Neut|Number=Plur|POS=VERB|Strength=Strong|Tense=Past|VerbForm=Part|Voice=Pass, Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ|Strength=Strong, Case=Dat|Gender=Masc,Neut|Number=Plur|POS=PROPN, Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ|Strength=Strong, Case=Dat|Gender=Fem|Number=Sing|POS=PRON, Case=Gen|Gender=Fem|Number=Plur|POS=PRON, Case=Voc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|Strength=Weak, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|Poss=Yes, Case=Gen|Gender=Neut|Number=Plur|POS=DET|Person=1|Poss=Yes, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Opt|Number=Dual|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Voc|Gender=Fem|Number=Plur|POS=DET, Case=Voc|Gender=Fem|Number=Plur|POS=NOUN, Case=Voc|Gender=Neut|Number=Sing|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Voc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|Strength=Weak, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=2|Poss=Yes, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Int, Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ|Strength=Strong, Case=Dat|Number=Dual|POS=PRON|Person=2|PronType=Prs, Case=Voc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Strength=Strong, Case=Gen|Gender=Fem|Number=Plur|POS=NUM, Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ|Strength=Weak, Case=Nom|Gender=Neut|Number=Plur|POS=DET|Person=3|Poss=Yes, Case=Dat|Number=Sing|POS=NOUN, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Voc|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs, Aspect=Perf|Case=Voc|Gender=Masc|Number=Plur|POS=VERB|Strength=Weak|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc,Neut|Number=Plur|POS=DET, Case=Gen|Gender=Masc,Neut|Number=Plur|POS=DET|Person=2|Poss=Yes, Case=Gen|Number=Plur|POS=PROPN, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|Poss=Yes|Reflex=Yes, Case=Dat|Gender=Fem,Masc|Number=Sing|POS=NOUN, Case=Nom|Gender=Masc|Number=Plur|POS=DET|Person=2|Poss=Yes, Case=Dat|Gender=Neut|Number=Plur|POS=DET|Person=2|Poss=Yes, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Opt|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Strength=Strong|Tense=Pres|VerbForm=Part|Voice=Act, Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|Reflex=Yes, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|Degree=Pos|Gender=Fem,Neut|Number=Sing|POS=ADJ|Strength=Weak, Aspect=Perf|Case=Gen|Gender=Masc,Neut|Number=Plur|POS=VERB|Strength=Strong|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Strength=Strong|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Neut|Number=Plur|POS=DET|Person=3|Poss=Yes|Reflex=Yes, Case=Voc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Strength=Weak, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Fem|Number=Plur|POS=DET|Person=1|Poss=Yes, Case=Gen|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ|Strength=Weak, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|Reflex=Yes, Case=Nom|Gender=Masc|Number=Dual|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|Strength=Strong, Case=Gen|Gender=Masc,Neut|Number=Sing|POS=PRON, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=2|PronType=Prs, Aspect=Perf|Case=Gen|Gender=Neut|Number=Sing|POS=VERB|Strength=Strong|Tense=Past|VerbForm=Part|Voice=Pass, Case=Acc|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ|Strength=Weak, Case=Dat|Gender=Masc|Number=Dual|POS=PRON|Person=2|PronType=Prs, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=1|Poss=Yes, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=1|Poss=Yes, Case=Dat|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ|Strength=Weak, Case=Gen|Gender=Fem|Number=Plur|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Gender=Fem|Number=Plur|POS=DET|Person=2|Poss=Yes, Case=Nom|Gender=Neut|Number=Plur|POS=DET|Person=2|Poss=Yes, Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ|Strength=Weak, Case=Voc|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Aspect=Perf|Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Strength=Weak|Tense=Past|VerbForm=Part|Voice=Pass, Case=Nom|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ|Strength=Weak, Case=Gen|Gender=Masc,Neut|Number=Plur|POS=DET|Person=3|Poss=Yes|Reflex=Yes, Aspect=Perf|Case=Nom|Gender=Fem|Number=Plur|POS=VERB|Strength=Weak|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Neut|Number=Plur|POS=VERB|Strength=Weak|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Gen|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ|Strength=Weak, Case=Nom|Number=Sing|POS=PROPN, Aspect=Perf|Case=Acc|Gender=Neut|Number=Plur|POS=VERB|Strength=Strong|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc,Neut|Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes, Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|Reflex=Yes, Case=Nom|Gender=Masc,Neut|Number=Sing|POS=PRON|Person=1|Poss=Yes, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Nom|Degree=Pos|Gender=Fem,Neut|Number=Sing|POS=ADJ|Strength=Strong, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=1|PronType=Prs, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Inf|Voice=Pass, Case=Dat|Degree=Cmp|Gender=Masc,Neut|Number=Sing|POS=ADJ|Strength=Weak, Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=VERB|Strength=Strong|Tense=Past|VerbForm=Part|Voice=Pass, Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ|Strength=Strong, Aspect=Perf|Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Strength=Weak|Tense=Past|VerbForm=Part|Voice=Act, Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|Poss=Yes|Reflex=Yes, Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|Strength=Weak, Aspect=Perf|Case=Dat|Number=Plur|POS=VERB|Strength=Strong|Tense=Past|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Dual|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|Poss=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs

Accuracy

Type Score
DEP_UAS 81.45
DEP_LAS 74.80
SENTS_P 78.72
SENTS_R 89.07
SENTS_F 83.58
LEMMA_ACC 91.42
TAG_ACC 87.61
POS_ACC 95.14
MORPH_ACC 88.64
TRANSFORMER_LOSS 283565.76
PARSER_LOSS 63074.24
TRAINABLE_LEMMATIZER_LOSS 8862.81
TAGGER_LOSS 30391.06
MORPHOLOGIZER_LOSS 31125.95

Citation

If you're using this model, please cite:

@inproceedings{miranda-2024-allen,
    title = "{A}llen Institute for {AI} @ {SIGTYP} 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages",
    author = "Miranda, Lester James",
    booktitle = "Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP",
    month = mar,
    year = "2024",
    address = "St. Julian's, Malta",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.sigtyp-1.18",
    pages = "151--159",
}