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Models/Span-ASTE

Span-ASTE

Reported on 9 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 Processing9 results

  • Sentiment AnalysisonASTE
    F1 (L14)· 2021-07-26
    59.38
    best: 65.3 (MvP (multi-task))
    SOTA
    Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionarXiv:2107.12214
  • Sentiment AnalysisonASTE
    F1 (R15)· 2021-07-26
    63.27
    best: 72.1 (ASTE-Transformer)
    SOTA
    Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionarXiv:2107.12214
  • Sentiment AnalysisonASTE
    F1 (R16)· 2021-07-26
    70.26
    best: 76.19 (ASTE-Transformer)
    SOTA
    Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionarXiv:2107.12214
  • Sentiment AnalysisonASTE
    F1(R14)· 2021-07-26
    71.85
    best: 76.3 (MvP (multi-task))
    SOTA
    Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionarXiv:2107.12214
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1 (L14)· 2021-07-26
    59.38
    best: 65.3 (MvP (multi-task))
    SOTA
    Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionarXiv:2107.12214
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1 (R15)· 2021-07-26
    63.27
    best: 72.1 (ASTE-Transformer)
    SOTA
    Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionarXiv:2107.12214
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1 (R16)· 2021-07-26
    70.26
    best: 76.19 (ASTE-Transformer)
    SOTA
    Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionarXiv:2107.12214
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1(R14)· 2021-07-26
    71.85
    best: 76.3 (MvP (multi-task))
    SOTA
    Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionarXiv:2107.12214
  • Sentiment AnalysisonMuseASTE
    F1· 2021-07-26
    0.241
    best: 0.568 (BMRC)
    Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionarXiv:2107.12214