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Models/Structural-scaffolds

Structural-scaffolds

Reported on 8 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Natural Language Processing3 results

  • Text ClassificationonACL-ARC
    Macro-F1· uses extra data· 2019-04-02
    67.9
    best: 81.75 (SS-cGAN + SciBERT)
    SOTA
    Structural Scaffolds for Citation Intent Classification in Scientific PublicationsarXiv:1904.01608
  • Text ClassificationonACL-ARC
    F1· 2019-04-02
    67.9
    best: 78.1 (FE-MLM + Span)
    Structural Scaffolds for Citation Intent Classification in Scientific PublicationsarXiv:1904.01608
  • Text ClassificationonSciCite
    F1· 2019-04-02
    84
    best: 84.9 (SciBERT)
    Structural Scaffolds for Citation Intent Classification in Scientific PublicationsarXiv:1904.01608

Methodology3 results

  • ClassificationonACL-ARC
    Macro-F1· uses extra data· 2019-04-02
    67.9
    best: 81.75 (SS-cGAN + SciBERT)
    SOTA
    Structural Scaffolds for Citation Intent Classification in Scientific PublicationsarXiv:1904.01608
  • ClassificationonACL-ARC
    F1· 2019-04-02
    67.9
    best: 78.1 (FE-MLM + Span)
    Structural Scaffolds for Citation Intent Classification in Scientific PublicationsarXiv:1904.01608
  • ClassificationonSciCite
    F1· 2019-04-02
    84
    best: 84.9 (SciBERT)
    Structural Scaffolds for Citation Intent Classification in Scientific PublicationsarXiv:1904.01608

Other2 results

  • Sentence ClassificationonACL-ARC
    F1· 2019-04-02
    67.9
    best: 78.1 (FE-MLM + Span)
    Structural Scaffolds for Citation Intent Classification in Scientific PublicationsarXiv:1904.01608
  • Sentence ClassificationonSciCite
    F1· 2019-04-02
    84
    best: 84.9 (SciBERT)
    Structural Scaffolds for Citation Intent Classification in Scientific PublicationsarXiv:1904.01608