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Models/TAS-BERT

TAS-BERT

Reported on 8 benchmarks across 2 tasks · 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

  • Sentiment AnalysisonTASD
    F1 (R15)· 2021-10-02
    57.51
    best: 64.74 (MvP (multi-task))
    Aspect Sentiment Quad Prediction as Paraphrase GenerationarXiv:2110.00796
  • Sentiment AnalysisonTASD
    F1 (R16)· 2021-10-02
    65.89
    best: 72.76 (MvP)
    Aspect Sentiment Quad Prediction as Paraphrase GenerationarXiv:2110.00796
  • Sentiment AnalysisonACOS
    F1 (Laptop)· 2021-10-02
    27.31
    best: 43.92 (MvP)
    Aspect Sentiment Quad Prediction as Paraphrase GenerationarXiv:2110.00796
  • Sentiment AnalysisonACOS
    F1 (Restaurant)· 2021-10-02
    33.53
    best: 61.54 (MvP)
    Aspect Sentiment Quad Prediction as Paraphrase GenerationarXiv:2110.00796
  • Aspect-Based Sentiment Analysis (ABSA)onTASD
    F1 (R15)· 2021-10-02
    57.51
    best: 64.74 (MvP (multi-task))
    Aspect Sentiment Quad Prediction as Paraphrase GenerationarXiv:2110.00796
  • Aspect-Based Sentiment Analysis (ABSA)onTASD
    F1 (R16)· 2021-10-02
    65.89
    best: 72.76 (MvP)
    Aspect Sentiment Quad Prediction as Paraphrase GenerationarXiv:2110.00796
  • Aspect-Based Sentiment Analysis (ABSA)onACOS
    F1 (Laptop)· 2021-10-02
    27.31
    best: 43.92 (MvP)
    Aspect Sentiment Quad Prediction as Paraphrase GenerationarXiv:2110.00796
  • Aspect-Based Sentiment Analysis (ABSA)onACOS
    F1 (Restaurant)· 2021-10-02
    33.53
    best: 61.54 (MvP)
    Aspect Sentiment Quad Prediction as Paraphrase GenerationarXiv:2110.00796