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sv_udv25_swedishtalbanken_trf

Token Classification
spaCy
Swedish
Eval Results
Model card Files Community
sv_udv25_swedishtalbanken_trf / README.md
Adriane Boyd
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metadata
tags:
  - spacy
  - token-classification
language:
  - sv
license: cc-by-sa-4.0
model-index:
  - name: sv_udv25_swedishtalbanken_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9786647611
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9882605145
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.979685586
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9736654078
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9213699406
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.8938579111
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9801587302

UD v2.5 benchmarking pipeline for UD_Swedish-Talbanken

Feature Description
Name sv_udv25_swedishtalbanken_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 (1206 labels for 6 components)
Component Labels
experimental_char_ner_tokenizer TOKEN
senter I, S
tagger AB, AB|AN, AB|KOM, AB|POS, AB|SMS, AB|SUV, DT|NEU|SIN|DEF, DT|NEU|SIN|IND, DT|NEU|SIN|IND/DEF, DT|UTR/NEU|PLU|DEF, DT|UTR/NEU|PLU|IND, DT|UTR/NEU|PLU|IND/DEF, DT|UTR/NEU|SIN/PLU|IND, DT|UTR/NEU|SIN|DEF, DT|UTR/NEU|SIN|IND, DT|UTR|SIN|DEF, DT|UTR|SIN|IND, DT|UTR|SIN|IND/DEF, HA, HD|NEU|SIN|IND, HD|UTR/NEU|PLU|IND, HD|UTR|SIN|IND, HP|-|-|-, HP|NEU|SIN|IND, HP|UTR/NEU|PLU|IND, HP|UTR|SIN|IND, HS|DEF, IE, IN, JJ, JJ|AN, JJ|KOM|UTR/NEU|SIN/PLU|IND/DEF|NOM, JJ|POS|MAS|SIN|DEF|GEN, JJ|POS|MAS|SIN|DEF|NOM, JJ|POS|NEU|SIN|IND/DEF|NOM, JJ|POS|NEU|SIN|IND|NOM, JJ|POS|UTR/NEU|PLU|IND/DEF|GEN, JJ|POS|UTR/NEU|PLU|IND/DEF|NOM, JJ|POS|UTR/NEU|PLU|IND|NOM, JJ|POS|UTR/NEU|SIN/PLU|IND/DEF|NOM, JJ|POS|UTR/NEU|SIN|DEF|NOM, JJ|POS|UTR|-|-|SMS, JJ|POS|UTR|SIN|IND/DEF|NOM, JJ|POS|UTR|SIN|IND|GEN, JJ|POS|UTR|SIN|IND|NOM, JJ|SUV|MAS|SIN|DEF|NOM, JJ|SUV|UTR/NEU|PLU|DEF|NOM, JJ|SUV|UTR/NEU|SIN/PLU|DEF|NOM, JJ|SUV|UTR/NEU|SIN/PLU|IND|NOM, KN, MAD, MID, NN, NN|-|-|-|-, NN|AN, NN|NEU|-|-|SMS, NN|NEU|PLU|DEF|GEN, NN|NEU|PLU|DEF|NOM, NN|NEU|PLU|IND|GEN, NN|NEU|PLU|IND|NOM, NN|NEU|SIN|DEF|GEN, NN|NEU|SIN|DEF|NOM, NN|NEU|SIN|IND, NN|NEU|SIN|IND|GEN, NN|NEU|SIN|IND|NOM, NN|SMS, NN|UTR|-|-|-, NN|UTR|-|-|SMS, NN|UTR|PLU|DEF|GEN, NN|UTR|PLU|DEF|NOM, NN|UTR|PLU|IND|GEN, NN|UTR|PLU|IND|NOM, NN|UTR|SIN|DEF|GEN, NN|UTR|SIN|DEF|NOM, NN|UTR|SIN|IND|GEN, NN|UTR|SIN|IND|NOM, PAD, PC|PRF|NEU|SIN|IND|NOM, PC|PRF|UTR/NEU|PLU|IND/DEF|GEN, PC|PRF|UTR/NEU|PLU|IND/DEF|NOM, PC|PRF|UTR/NEU|SIN|DEF|NOM, PC|PRF|UTR|SIN|IND|NOM, PC|PRS|UTR/NEU|SIN/PLU|IND/DEF|NOM, PL, PM, PM|GEN, PM|NOM, PM|SMS, PN|MAS|SIN|DEF|SUB/OBJ, PN|NEU|SIN|DEF, PN|NEU|SIN|DEF|SUB/OBJ, PN|NEU|SIN|IND|SUB/OBJ, PN|UTR/NEU|PLU|DEF|OBJ, PN|UTR/NEU|PLU|DEF|SUB, PN|UTR/NEU|PLU|DEF|SUB/OBJ, PN|UTR/NEU|PLU|IND|SUB/OBJ, PN|UTR/NEU|SIN/PLU|DEF|OBJ, PN|UTR|PLU|DEF|OBJ, PN|UTR|PLU|DEF|SUB, PN|UTR|SIN|DEF|NOM, PN|UTR|SIN|DEF|OBJ, PN|UTR|SIN|DEF|SUB, PN|UTR|SIN|DEF|SUB/OBJ, PN|UTR|SIN|IND|NOM, PN|UTR|SIN|IND|SUB, PN|UTR|SIN|IND|SUB/OBJ, PP, PS|NEU|SIN|DEF, PS|UTR/NEU|PLU|DEF, PS|UTR/NEU|SIN/PLU|DEF, PS|UTR|SIN|DEF, RG|NEU|SIN|IND|NOM, RG|NOM, RG|SMS, RG|UTR|SIN|IND|NOM, RO|MAS|SIN|IND/DEF|NOM, RO|NOM, SN, UO, VB|AN, VB|IMP|AKT, VB|IMP|SFO, VB|INF|AKT, VB|INF|SFO, VB|KON|PRS|AKT, VB|KON|PRT|AKT, VB|PRS|AKT, VB|PRS|SFO, VB|PRT|AKT, VB|PRT|SFO, VB|SUP|AKT, VB|SUP|SFO
morphologizer Case=Nom|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN, POS=ADP, Case=Nom|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass, POS=PUNCT, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act, Abbr=Yes|POS=ADV, POS=SCONJ, POS=ADV, Case=Nom|Definite=Ind|Gender=Com|NumType=Card|Number=Sing|POS=NUM, Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act, POS=PART, POS=VERB|VerbForm=Inf, Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Number=Plur|POS=DET|PronType=Tot, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, POS=CCONJ, Definite=Def|Number=Plur|POS=DET|PronType=Art, POS=PRON|PronType=Rel, Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Degree=Pos|POS=ADV, Definite=Def|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Art, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, POS=VERB|VerbForm=Sup|Voice=Act, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, POS=PART|Polarity=Neg, Case=Nom|Degree=Pos|POS=ADJ, Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN, Degree=Cmp|POS=ADV, POS=VERB|VerbForm=Inf|Voice=Pass, Case=Nom|Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ, Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=NOUN, Degree=Sup|POS=ADV, Case=Nom|NumType=Card|POS=NUM, Abbr=Yes|POS=NOUN, Case=Nom|Definite=Def|Degree=Sup|POS=ADJ, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act, POS=VERB|VerbForm=Inf|Voice=Act, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin, Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, POS=AUX|VerbForm=Inf|Voice=Act, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part, Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Prs, Case=Nom|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part, POS=AUX|VerbForm=Sup|Voice=Act, Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Rcp, POS=VERB|VerbForm=Sup|Voice=Pass, Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Nom|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ, Case=Nom|Degree=Cmp|POS=ADJ, Definite=Ind|Number=Sing|POS=DET|PronType=Tot, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Art, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part, Definite=Ind|POS=DET|PronType=Ind, Case=Nom|Definite=Def|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part, Case=Nom|POS=ADJ|Tense=Pres|VerbForm=Part, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Ind, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Definite=Def|Gender=Com|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs, Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Definite=Def|Number=Plur|POS=PRON|PronType=Dem, Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs, Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Prs, Case=Nom|Definite=Def|Degree=Sup|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Gender=Com|Number=Sing|POS=DET|PronType=Tot, Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN, POS=NOUN, Case=Nom|POS=ADJ, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Definite=Ind|Number=Plur|POS=PRON|PronType=Tot, Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Definite=Ind|Number=Plur|POS=PRON|PronType=Ind, Definite=Def|POS=PRON|Poss=Yes|PronType=Ind, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Gender=Com|POS=NOUN, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot, Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN, Case=Acc|Definite=Def|POS=PRON|PronType=Prs, Definite=Def|POS=PRON|Poss=Yes|PronType=Prs, Case=Nom|POS=PROPN, Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs, Definite=Def|Number=Plur|POS=DET|PronType=Prs, Case=Gen|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part, Case=Acc|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs, Definite=Ind|Number=Plur|POS=PRON|PronType=Rel, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin, Definite=Ind|Number=Plur|POS=PRON|PronType=Int, Number=Plur|POS=DET|PronType=Ind, Case=Gen|POS=PROPN, POS=PROPN, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Int, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Tot, Gender=Neut|POS=NOUN, Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN, Definite=Ind|Number=Plur|POS=DET|PronType=Int, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Neg, POS=VERB|VerbForm=Sup, Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Nom|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=NUM, Foreign=Yes|POS=NOUN, Foreign=Yes|POS=ADJ, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Definite=Ind|Number=Plur|POS=DET|PronType=Ind, POS=SYM, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Definite=Def|Number=Sing|POS=DET|PronType=Tot, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Int, Case=Nom|Definite=Ind|Degree=Sup|POS=ADJ, Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Dem, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Neg, Mood=Sub|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, Degree=Pos|Gender=Com|POS=ADJ, Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Definite=Def|Number=Plur|POS=PRON|PronType=Ind, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs, Definite=Ind|POS=DET|PronType=Prs, Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Prs, Definite=Def|POS=PRON|Poss=Yes|PronType=Rel, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Ind, Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Prs, Abbr=Yes|POS=ADJ, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel, NumType=Card|POS=NUM, POS=INTJ, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Int, Degree=Sup|POS=ADV|Polarity=Neg, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Tot, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Definite=Def|POS=PRON|Poss=Yes|PronType=Int, POS=ADV|Polarity=Neg, Definite=Ind|Number=Sing|POS=DET|PronType=Ind, POS=ADJ, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Tot, Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ, Definite=Ind|Number=Plur|POS=DET|PronType=Neg, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot, Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Neg, Gender=Com|Number=Sing|POS=DET|PronType=Prs, Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Pass, Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Ind, Case=Acc|Definite=Def|POS=PRON|PronType=Ind, Foreign=Yes|POS=ADP, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Prs, Definite=Def|POS=PRON|Poss=Yes|PronType=Dem, Abbr=Yes|Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act, Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel, Foreign=Yes|POS=CCONJ, POS=DET|PronType=Art, Definite=Ind|Number=Sing|POS=DET|PronType=Prs, Definite=Ind|Number=Plur|POS=DET|PronType=Tot, Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Rel, Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Tot, Definite=Def|Number=Plur|POS=PRON|PronType=Prs, Case=Gen|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Definite=Def|Number=Plur|POS=PRON|PronType=Tot, Degree=Pos|POS=ADV|Polarity=Neg, Mood=Sub|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, POS=PRON|PronType=Ind, Definite=Ind|POS=DET|PronType=Neg, Definite=Ind|Number=Plur|POS=PRON|PronType=Neg, POS=CCONJ|Polarity=Neg, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Tot, Definite=Def|Number=Plur|POS=DET|PronType=Tot, Mood=Imp|POS=AUX|VerbForm=Fin|Voice=Act, Foreign=Yes|POS=ADV, Definite=Def|POS=PRON|Poss=Yes|PronType=Rcp, Case=Acc|Definite=Def|POS=PRON|Polarity=Neg|PronType=Ind
parser ROOT, acl, acl:cleft, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound, compound:prt, conj, cop, csubj, csubj:pass, dep, det, discourse, dislocated, expl, fixed, flat:name, iobj, list, mark, nmod, nmod:poss, nsubj, nsubj:pass, nummod, obj, obl, obl:agent, orphan, parataxis, punct, xcomp
experimental_edit_tree_lemmatizer 1, 2, 4, 6, 8, 10, 13, 15, 17, 18, 20, 22, 24, 27, 30, 32, 34, 37, 39, 41, 43, 45, 47, 50, 54, 56, 60, 62, 64, 66, 68, 70, 72, 0, 73, 76, 77, 79, 81, 83, 85, 87, 88, 90, 92, 94, 97, 99, 102, 104, 105, 107, 108, 109, 110, 111, 112, 114, 116, 117, 119, 120, 122, 123, 125, 126, 129, 130, 131, 134, 139, 140, 141, 143, 146, 148, 149, 151, 153, 155, 157, 158, 160, 162, 164, 166, 167, 169, 173, 176, 178, 179, 181, 182, 183, 184, 186, 189, 193, 195, 197, 198, 199, 203, 204, 205, 206, 207, 208, 209, 210, 212, 215, 217, 218, 219, 222, 224, 225, 227, 229, 232, 233, 234, 236, 238, 240, 241, 243, 246, 248, 249, 250, 252, 255, 257, 260, 262, 264, 265, 266, 269, 271, 274, 276, 278, 279, 281, 282, 285, 286, 288, 290, 292, 293, 295, 296, 298, 300, 301, 302, 303, 304, 305, 306, 307, 309, 311, 312, 315, 316, 317, 319, 322, 323, 324, 326, 329, 331, 333, 334, 335, 337, 339, 341, 342, 343, 345, 347, 348, 350, 351, 353, 354, 356, 357, 359, 360, 362, 363, 365, 369, 372, 374, 377, 378, 380, 381, 383, 384, 386, 388, 389, 390, 392, 395, 397, 398, 399, 401, 402, 403, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 418, 419, 420, 421, 423, 424, 425, 426, 428, 430, 431, 432, 433, 434, 436, 440, 442, 444, 446, 448, 449, 453, 454, 457, 458, 459, 460, 462, 463, 464, 466, 468, 469, 471, 472, 474, 475, 478, 479, 480, 481, 482, 483, 486, 487, 488, 489, 490, 492, 494, 495, 498, 500, 501, 502, 503, 504, 506, 507, 508, 509, 513, 514, 516, 517, 519, 520, 521, 522, 523, 525, 526, 528, 530, 534, 536, 537, 538, 539, 540, 543, 545, 547, 549, 550, 551, 552, 554, 555, 557, 559, 560, 562, 565, 568, 571, 574, 575, 576, 577, 578, 582, 583, 585, 586, 588, 589, 591, 592, 594, 596, 598, 601, 602, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 615, 616, 617, 618, 620, 622, 623, 624, 625, 627, 628, 629, 631, 633, 635, 637, 638, 640, 641, 644, 645, 649, 650, 652, 653, 655, 656, 658, 660, 662, 663, 664, 666, 669, 671, 672, 676, 677, 680, 681, 682, 685, 687, 688, 690, 691, 693, 694, 696, 697, 698, 699, 700, 702, 703, 704, 706, 709, 711, 712, 713, 714, 715, 716, 718, 719, 720, 723, 724, 726, 728, 730, 731, 732, 734, 735, 736, 737, 738, 739, 740, 742, 743, 745, 746, 748, 750, 751, 752, 753, 754, 756, 757, 758, 760, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 774, 776, 777, 779, 780, 781, 782, 783, 784, 785, 787, 788, 789, 790, 791, 793, 794, 797, 799, 801, 802, 803, 806, 808, 809, 810, 812, 813, 815, 816, 817, 819, 820, 822, 824, 825, 826, 828, 829, 832, 833, 835, 837, 839, 840, 841, 842, 843, 845, 846, 849, 851, 854, 857, 858, 861, 862, 863, 865, 866, 867, 868, 869, 870, 871, 873, 875, 876, 878, 880, 883, 884, 887, 888, 889, 890, 891, 893, 894, 897, 898, 529, 900, 901, 902, 903, 904, 905, 906, 909, 911, 913, 914, 915, 916, 918, 919, 920, 922, 923, 925, 926, 927, 928, 929, 931, 932, 934, 936, 938, 939, 940, 941, 942, 943, 944, 945, 946, 947, 948, 949, 950, 952, 953, 954, 956, 957, 958, 959, 961, 962, 965, 967, 968, 970, 971, 972, 973, 976, 977, 979, 982, 983, 984, 985, 986, 988, 989, 990, 993, 994, 996, 998, 999, 1001, 1002, 1003, 1005, 1006, 1007, 1009, 1010, 1012, 1016, 1018, 1020, 1021, 1023, 1024, 1026, 1027, 1029, 1030, 1031, 1032, 1033, 1034, 1036, 1037, 1038, 1040, 1042, 1044, 223, 1045, 1046, 1049, 1052, 1054, 1057, 1058, 1061, 1062, 1063, 1064, 1065, 1067, 1068, 1069, 1070, 1071, 1072, 1074, 1077, 1079, 1080, 1081, 1083, 1084, 1086, 1087, 1088, 1090, 1092, 1093, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1102, 1105, 1106, 1107, 1109, 1110, 1111, 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1121, 1123, 1126, 1128, 1129, 1130, 1131, 1132, 1133, 1135, 1136, 1137, 1138, 1139, 1141, 1142, 1143, 1144, 1145, 1148, 1149, 1150, 1152, 1154, 1155, 1157, 1158, 1159, 1160, 1162, 1163, 1164, 1166, 1167, 1168, 1170, 1173, 1174, 1176, 1178, 1179, 1180, 1182, 1183, 1184, 1186, 1187, 1188, 1191, 1192, 1193, 1194, 1195, 1196, 1197, 1198, 1199, 1200, 1201, 1203, 1204, 1206, 1207, 1209, 1211, 1212, 1213, 1214, 1215, 1216, 1218, 1219, 1220, 1221, 1224, 1225, 1227, 1228, 1229, 1231, 1232, 1233, 1235, 1237, 1240, 1243, 1246, 1248, 1249, 1251, 1252, 1254, 1257, 1258, 1260, 1263, 1264, 1265, 1267, 1269, 1270, 1272, 1273, 1275, 1276, 1278, 1280, 1281, 1282, 1284, 297, 1285, 1287, 1289, 1291, 1292, 1293, 1294, 1295, 1297, 1299, 1301, 1303, 1305, 1308, 1309, 1310, 1312

Accuracy

Type Score
TOKEN_F 99.95
TOKEN_P 99.95
TOKEN_R 99.96
TOKEN_ACC 99.99
SENTS_F 98.02
SENTS_P 98.02
SENTS_R 98.02
TAG_ACC 97.87
POS_ACC 98.83
MORPH_ACC 97.97
DEP_UAS 92.14
DEP_LAS 89.39
LEMMA_ACC 97.37