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Models/AugABSA

AugABSA

Reported on 12 benchmarks across 2 tasks

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

Natural Language Processing12 results

  • Sentiment AnalysisonASTE
    F1 (L14)
    62.66
    best: 65.3 (MvP (multi-task))
  • Sentiment AnalysisonASTE
    F1 (R15)
    65.8
    best: 72.1 (ASTE-Transformer)
  • Sentiment AnalysisonASTE
    F1 (R16)
    74.23
    best: 76.19 (ASTE-Transformer)
  • Sentiment AnalysisonASTE
    F1(R14)
    73.76
    best: 76.3 (MvP (multi-task))
  • Sentiment AnalysisonASQP
    F1 (R15)
    50.01
    best: 52.21 (MvP (multi-task))
  • Sentiment AnalysisonASQP
    F1 (R16)
    60.88
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1 (L14)
    62.66
    best: 65.3 (MvP (multi-task))
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1 (R15)
    65.8
    best: 72.1 (ASTE-Transformer)
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1 (R16)
    74.23
    best: 76.19 (ASTE-Transformer)
  • Aspect-Based Sentiment Analysis (ABSA)onASTE
    F1(R14)
    73.76
    best: 76.3 (MvP (multi-task))
  • Aspect-Based Sentiment Analysis (ABSA)onASQP
    F1 (R15)
    50.01
    best: 52.21 (MvP (multi-task))
  • Aspect-Based Sentiment Analysis (ABSA)onASQP
    F1 (R16)
    60.88