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Models/BiDAF + Self Attention + ELMo (single model)

BiDAF + Self Attention + ELMo (single model)

Reported on 4 benchmarks across 1 task · 1 paper

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

Natural Language Processing8 results

  • Question AnsweringonSQuAD1.1
    EM· 2018-02-15
    78.58
    best: 90.622 ({ANNA} (single model))
    Deep contextualized word representationsarXiv:1802.05365
  • Question AnsweringonSQuAD1.1
    F1· 2018-02-15
    85.833
    best: 95.719 ({ANNA} (single model))
    Deep contextualized word representationsarXiv:1802.05365
  • Question AnsweringonSQuAD1.1
    EM· 2018-02-15
    78.58
    best: 90.622 ({ANNA} (single model))
    Deep contextualized word representationsarXiv:1802.05365
  • Question AnsweringonSQuAD1.1
    F1· 2018-02-15
    85.833
    best: 95.719 ({ANNA} (single model))
    Deep contextualized word representationsarXiv:1802.05365
  • Question AnsweringonSQuAD2.0
    EM· 2018-02-15
    63.372
    best: 90.939 (IE-Net (ensemble))
    Deep contextualized word representationsarXiv:1802.05365
  • Question AnsweringonSQuAD2.0
    F1· 2018-02-15
    66.251
    best: 93.214 (IE-Net (ensemble))
    Deep contextualized word representationsarXiv:1802.05365
  • Question AnsweringonSQuAD2.0
    EM· 2018-02-15
    63.372
    best: 90.939 (IE-Net (ensemble))
    Deep contextualized word representationsarXiv:1802.05365
  • Question AnsweringonSQuAD2.0
    F1· 2018-02-15
    66.251
    best: 93.214 (IE-Net (ensemble))
    Deep contextualized word representationsarXiv:1802.05365