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Models/UIE

UIE

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

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

Natural Language Processing8 results

  • Sentiment AnalysisonASTE
    F1 (L14)· uses extra data· 2022-03-23
    62.94
    best: 65.3 (MvP (multi-task))
    SOTA
    Unified Structure Generation for Universal Information ExtractionarXiv:2203.12277
  • Sentiment AnalysisonASTE
    F1 (R15)· uses extra data· 2022-03-23
    64.41
    best: 72.1 (ASTE-Transformer)
    SOTA
    Unified Structure Generation for Universal Information ExtractionarXiv:2203.12277
  • Sentiment AnalysisonASTE
    F1 (R16)· uses extra data· 2022-03-23
    72.86
    best: 76.19 (ASTE-Transformer)
    SOTA
    Unified Structure Generation for Universal Information ExtractionarXiv:2203.12277
  • Sentiment AnalysisonASTE
    F1(R14)· uses extra data· 2022-03-23
    72.55
    best: 76.3 (MvP (multi-task))
    SOTA
    Unified Structure Generation for Universal Information ExtractionarXiv:2203.12277
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1 (L14)· uses extra data· 2022-03-23
    62.94
    best: 65.3 (MvP (multi-task))
    SOTA
    Unified Structure Generation for Universal Information ExtractionarXiv:2203.12277
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1 (R15)· uses extra data· 2022-03-23
    64.41
    best: 72.1 (ASTE-Transformer)
    SOTA
    Unified Structure Generation for Universal Information ExtractionarXiv:2203.12277
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1 (R16)· uses extra data· 2022-03-23
    72.86
    best: 76.19 (ASTE-Transformer)
    SOTA
    Unified Structure Generation for Universal Information ExtractionarXiv:2203.12277
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1(R14)· uses extra data· 2022-03-23
    72.55
    best: 76.3 (MvP (multi-task))
    SOTA
    Unified Structure Generation for Universal Information ExtractionarXiv:2203.12277