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Models/UniTrans

UniTrans

Reported on 8 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

  • Cross-LingualonCoNLL Spanish
    F1· 2020-07-15
    79.31
    best: 79.5 (XLM-R large)
    SOTA
    UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataarXiv:2007.07683
  • Cross-LingualonNoDaLiDa Norwegian Bokmål
    F1· 2020-07-15
    81.17
    SOTA
    UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataarXiv:2007.07683
  • Cross-Lingual TransferonCoNLL Spanish
    F1· 2020-07-15
    79.31
    best: 79.5 (XLM-R large)
    SOTA
    UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataarXiv:2007.07683
  • Cross-Lingual TransferonNoDaLiDa Norwegian Bokmål
    F1· 2020-07-15
    81.17
    SOTA
    UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataarXiv:2007.07683
  • Cross-LingualonCoNLL Dutch
    F1· 2020-07-15
    82.9
    best: 83.35 (Zero shot mBERT 3)
    UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataarXiv:2007.07683
  • Cross-LingualonCoNLL German
    F1· 2020-07-15
    74.82
    best: 75.33 (SMTS Multi sim)
    UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataarXiv:2007.07683
  • Cross-Lingual TransferonCoNLL Dutch
    F1· 2020-07-15
    82.9
    best: 83.35 (Zero shot mBERT 3)
    UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataarXiv:2007.07683
  • Cross-Lingual TransferonCoNLL German
    F1· 2020-07-15
    74.82
    best: 75.33 (SMTS Multi sim)
    UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled DataarXiv:2007.07683