README.md

metadata

tags:
  - spacy
  - token-classification
language:
  - multilingual
model-index:
  - name: xx_grc_sigtyp_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.8834070004
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.8672093827
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.7612506823
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.6985211044
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9479018211

Feature	Description
Name	xx_grc_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 (1840 labels for 2 components)

Component	Labels
parser	ROOT, acl, advcl, advcl:cmp, advmod, amod, appos, case, cc, ccomp, conj, cop, csubj, csubj:pass, dep, det, discourse, dislocated, fixed, flat:name, iobj, mark, nmod, nsubj, nsubj:outer, nsubj:pass, nummod, obj, obl, obl:agent, obl:arg, orphan, parataxis, punct, vocative, xcomp
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v1saip---__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass, v1saoa---__Mood=Opt|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, v1saoe---__Mood=Opt|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, v1saom---__Mood=Opt|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, v1saop---__Mood=Opt|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass, v1sasa---__Mood=Sub|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, v1sase---__Mood=Sub|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, v1sasm---__Mood=Sub|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, v1sasp---__Mood=Sub|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass, v1sfi----__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin, v1sfia---__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act, v1sfie---__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Mid, v1sfim---__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Mid, v1sfip---__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Pass, v1siia---__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, v1siie---__Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, v1slia---__Mood=Ind|Number=Sing|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act, v1slie---__Mood=Ind|Number=Sing|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Mid, v1slim---__Mood=Ind|Number=Sing|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Mid, v1spia---__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, v1spie---__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Mid, v1spoa---__Mood=Opt|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, v1spoe---__Mood=Opt|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Mid, v1spsa---__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, v1spse---__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Mid, v1sria---__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, v1srie---__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, v1sroa---__Aspect=Perf|Mood=Opt|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, v1sroe---__Aspect=Perf|Mood=Opt|Number=Sing|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, v1stie---__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Mid, v1stim---__Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Mid, v2daia---__Mood=Ind|Number=Dual|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2dama---__Mood=Imp|Number=Dual|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2dasa---__Mood=Sub|Number=Dual|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2dase---__Mood=Sub|Number=Dual|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2dfia---__Mood=Ind|Number=Dual|Person=2|Tense=Fut|VerbForm=Fin|Voice=Act, v2dfim---__Mood=Ind|Number=Dual|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid, v2diia---__Aspect=Imp|Mood=Ind|Number=Dual|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2diie---__Aspect=Imp|Mood=Ind|Number=Dual|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2dpia---__Mood=Ind|Number=Dual|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2dpma---__Mood=Imp|Number=Dual|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2dpme---__Mood=Imp|Number=Dual|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, v2dria---__Aspect=Perf|Mood=Ind|Number=Dual|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2drma---__Aspect=Perf|Mood=Imp|Number=Dual|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2paia---__Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2paim---__Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2paip---__Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, v2pama---__Mood=Imp|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2pame---__Mood=Imp|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2pamm---__Mood=Imp|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2paoa---__Mood=Opt|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2paom---__Mood=Opt|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2paop---__Mood=Opt|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, v2pasa---__Mood=Sub|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2pase---__Mood=Sub|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2pasm---__Mood=Sub|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2pasp---__Mood=Sub|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, v2pfia---__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin|Voice=Act, v2pfim---__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid, v2pfip---__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin|Voice=Pass, v2piia---__Aspect=Imp|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2piie---__Aspect=Imp|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2ppia---__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2ppie---__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, v2ppma---__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2ppme---__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, v2ppoa---__Mood=Opt|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2ppoe---__Mood=Opt|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, v2ppsa---__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2pria---__Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2prie---__Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2prma---__Aspect=Perf|Mood=Imp|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2prmp---__Aspect=Perf|Mood=Imp|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, v2proa---__Aspect=Perf|Mood=Opt|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2prsa---__Aspect=Perf|Mood=Sub|Number=Plur|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2saia---__Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2saie---__Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2saim---__Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2saip---__Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, v2sam----__Mood=Imp|Number=Sing|Person=2|Tense=Past|VerbForm=Fin, v2sama---__Mood=Imp|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2same---__Mood=Imp|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2samm---__Mood=Imp|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2samp---__Mood=Imp|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, v2saoa---__Mood=Opt|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2saoe---__Mood=Opt|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2saom---__Mood=Opt|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2saop---__Mood=Opt|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, v2sasa---__Mood=Sub|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2sase---__Mood=Sub|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2sasm---__Mood=Sub|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2sasp---__Mood=Sub|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, v2sfi----__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin, v2sfia---__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin|Voice=Act, v2sfie---__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid, v2sfim---__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid, v2sfip---__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin|Voice=Pass, v2siia---__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2siie---__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2siip---__Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, v2slia---__Mood=Ind|Number=Sing|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Act, v2slie---__Mood=Ind|Number=Sing|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Mid, v2slim---__Mood=Ind|Number=Sing|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Mid, v2sp-a---__Number=Sing|Person=2|Tense=Pres|Voice=Act, v2spia---__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2spie---__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, v2spma---__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2spme---__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, v2spoa---__Mood=Opt|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2spoe---__Mood=Opt|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, v2spsa---__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, v2spse---__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, v2sria---__Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2srie---__Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2srma---__Aspect=Perf|Mood=Imp|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2srme---__Aspect=Perf|Mood=Imp|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, v2sroa---__Aspect=Perf|Mood=Opt|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2srsa---__Aspect=Perf|Mood=Sub|Number=Sing|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, v2stie---__Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid, v3-roe---__Aspect=Perf|Mood=Opt|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3daia---__Mood=Ind|Number=Dual|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3daim---__Mood=Ind|Number=Dual|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3daip---__Mood=Ind|Number=Dual|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3daoa---__Mood=Opt|Number=Dual|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3dasp---__Mood=Sub|Number=Dual|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3dfia---__Mood=Ind|Number=Dual|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, v3dfim---__Mood=Ind|Number=Dual|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, v3diia---__Aspect=Imp|Mood=Ind|Number=Dual|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3diie---__Aspect=Imp|Mood=Ind|Number=Dual|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3dlia---__Mood=Ind|Number=Dual|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Act, v3dlie---__Mood=Ind|Number=Dual|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Mid, v3dlim---__Mood=Ind|Number=Dual|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Mid, v3dpia---__Mood=Ind|Number=Dual|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3dpie---__Mood=Ind|Number=Dual|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3dpma---__Mood=Imp|Number=Dual|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3dpme---__Mood=Imp|Number=Dual|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3dpsa---__Mood=Sub|Number=Dual|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3dria---__Aspect=Perf|Mood=Ind|Number=Dual|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3pai----__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin, v3paia---__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3paie---__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3paim---__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3paip---__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3pamm---__Mood=Imp|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3pamp---__Mood=Imp|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3paoa---__Mood=Opt|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3paoe---__Mood=Opt|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3paom---__Mood=Opt|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3paop---__Mood=Opt|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3pasa---__Mood=Sub|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3pase---__Mood=Sub|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3pasm---__Mood=Sub|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3pasp---__Mood=Sub|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3pfia---__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, v3pfim---__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, v3pfip---__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Pass, v3pfom---__Mood=Opt|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, v3piia---__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3piid---__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin, v3piie---__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3piip---__Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3plia---__Mood=Ind|Number=Plur|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Act, v3plie---__Mood=Ind|Number=Plur|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Mid, v3plim---__Mood=Ind|Number=Plur|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Mid, v3plip---__Mood=Ind|Number=Plur|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Pass, v3ppia---__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3ppie---__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3ppip---__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, v3ppma---__Mood=Imp|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3ppme---__Mood=Imp|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3ppoa---__Mood=Opt|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3ppoe---__Mood=Opt|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3ppsa---__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3ppse---__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3pria---__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3prie---__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3prip---__Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3prsa---__Aspect=Perf|Mood=Sub|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3sai----__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, v3saia---__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3said---__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, v3saie---__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3saim---__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3saip---__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3sama---__Mood=Imp|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3samm---__Mood=Imp|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3samp---__Mood=Imp|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3sana---__Number=Sing|Person=3|Tense=Past|VerbForm=Inf|Voice=Act, v3sao----__Mood=Opt|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, v3saoa---__Mood=Opt|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3saom---__Mood=Opt|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3saop---__Mood=Opt|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3sas----__Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, v3sasa---__Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3sase---__Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3sasm---__Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3sasp---__Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3sfi----__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin, v3sfia---__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, v3sfie---__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, v3sfim---__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, v3sfip---__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Pass, v3sfoa---__Mood=Opt|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, v3sii----__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin, v3siia---__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3siie---__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3siip---__Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, v3sli----__Mood=Ind|Number=Sing|Person=3|Tense=Pqp|VerbForm=Fin, v3slia---__Mood=Ind|Number=Sing|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Act, v3slie---__Mood=Ind|Number=Sing|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Mid, v3slim---__Mood=Ind|Number=Sing|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Mid, v3slip---__Mood=Ind|Number=Sing|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Pass, v3spia---__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3spie---__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3spip---__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, v3spma---__Mood=Imp|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3spme---__Mood=Imp|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3spoa---__Mood=Opt|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3spoe---__Mood=Opt|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3spop---__Mood=Opt|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, v3spsa---__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, v3spse---__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, v3sria---__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3srie---__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3srma---__Aspect=Perf|Mood=Imp|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3srme---__Aspect=Perf|Mood=Imp|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, v3sroa---__Aspect=Perf|Mood=Opt|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3srsa---__Aspect=Perf|Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, v3stie---__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, v3stim---__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, v3stip---__Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Pass, x--------, x-p----d-__Case=Dat|Number=Plur, x-p---nn-__Case=Nom|Gender=Neut|Number=Plur, x-s---na-__Case=Acc|Gender=Neut|Number=Sing

Accuracy

Type	Score
DEP_UAS	76.13
DEP_LAS	69.85
SENTS_P	93.09
SENTS_R	96.55
SENTS_F	94.79
LEMMA_ACC	86.72
TAG_ACC	88.34
TRANSFORMER_LOSS	381307.12
PARSER_LOSS	88964.09
TRAINABLE_LEMMATIZER_LOSS	42434.50
TAGGER_LOSS	56607.70