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Models/E2E-DiaASQ

E2E-DiaASQ

Reported on 48 benchmarks across 3 tasks · 1 paper · 48 SOTA

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

Natural Language Processing48 results

  • Sentiment AnalysisonDiaASQ (ZH)
    Pair F1 (aspect-opinion)· 2022-11-10
    45.44
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (ZH)
    Pair F1 (target-aspect)· 2022-11-10
    48.61
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (ZH)
    Pair F1 (target-opinion)· 2022-11-10
    43.31
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (ZH)
    Quad F1 (identification)· 2022-11-10
    37.51
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (ZH)
    Quad F1 (micro)· 2022-11-10
    34.94
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (ZH)
    Span F1 (aspect)· 2022-11-10
    76.94
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (ZH)
    Span F1 (opinion)· 2022-11-10
    59.35
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (ZH)
    Span F1 (target)· 2022-11-10
    90.23
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (EN)
    Pair F1 (aspect-opinion)· 2022-11-10
    44.27
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (EN)
    Pair F1 (target-aspect)· 2022-11-10
    47.91
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (EN)
    Pair F1 (target-opinion)· 2022-11-10
    45.58
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (EN)
    Quad F1 (identification)· 2022-11-10
    36.8
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (EN)
    Quad F1 (micro)· 2022-11-10
    33.31
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (EN)
    Span F1 (aspect)· 2022-11-10
    74.71
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (EN)
    Span F1 (opinion)· 2022-11-10
    60.22
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Sentiment AnalysisonDiaASQ (EN)
    Span F1 (target)· 2022-11-10
    88.62
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (ZH)
    Pair F1 (aspect-opinion)· 2022-11-10
    45.44
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (ZH)
    Pair F1 (target-aspect)· 2022-11-10
    48.61
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (ZH)
    Pair F1 (target-opinion)· 2022-11-10
    43.31
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (ZH)
    Quad F1 (identification)· 2022-11-10
    37.51
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (ZH)
    Quad F1 (micro)· 2022-11-10
    34.94
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (ZH)
    Span F1 (aspect)· 2022-11-10
    76.94
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (ZH)
    Span F1 (opinion)· 2022-11-10
    59.35
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (ZH)
    Span F1 (target)· 2022-11-10
    90.23
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (EN)
    Pair F1 (aspect-opinion)· 2022-11-10
    44.27
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (EN)
    Pair F1 (target-aspect)· 2022-11-10
    47.91
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (EN)
    Pair F1 (target-opinion)· 2022-11-10
    45.58
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (EN)
    Quad F1 (identification)· 2022-11-10
    36.8
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (EN)
    Quad F1 (micro)· 2022-11-10
    33.31
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (EN)
    Span F1 (aspect)· 2022-11-10
    74.71
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (EN)
    Span F1 (opinion)· 2022-11-10
    60.22
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Based Sentiment Analysis (ABSA)onDiaASQ (EN)
    Span F1 (target)· 2022-11-10
    88.62
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (ZH)
    Pair F1 (aspect-opinion)· 2022-11-10
    45.44
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (ZH)
    Pair F1 (target-aspect)· 2022-11-10
    48.61
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (ZH)
    Pair F1 (target-opinion)· 2022-11-10
    43.31
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (ZH)
    Quad F1 (identification)· 2022-11-10
    37.51
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (ZH)
    Quad F1 (micro)· 2022-11-10
    34.94
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (ZH)
    Span F1 (aspect)· 2022-11-10
    76.94
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (ZH)
    Span F1 (opinion)· 2022-11-10
    59.35
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (ZH)
    Span F1 (target)· 2022-11-10
    90.23
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (EN)
    Pair F1 (aspect-opinion)· 2022-11-10
    44.27
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (EN)
    Pair F1 (target-aspect)· 2022-11-10
    47.91
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (EN)
    Pair F1 (target-opinion)· 2022-11-10
    45.58
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (EN)
    Quad F1 (identification)· 2022-11-10
    36.8
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (EN)
    Quad F1 (micro)· 2022-11-10
    33.31
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (EN)
    Span F1 (aspect)· 2022-11-10
    74.71
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (EN)
    Span F1 (opinion)· 2022-11-10
    60.22
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705
  • Aspect-Category-Opinion-Sentiment Quadruple ExtractiononDiaASQ (EN)
    Span F1 (target)· 2022-11-10
    88.62
    SOTA
    DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisarXiv:2211.05705