TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/BARTABSA

BARTABSA

Reported on 15 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Natural Language Processing15 results

  • Sentiment AnalysisonSemEval-2014 Task-4
    Laptop 2014 (F1)· 2021-06-08
    80.55
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonSemEval-2014 Task-4
    Restaurant 2014 (F1)· 2021-06-08
    85.38
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonSemEval-2014 Task-4
    Restaurant 2015 (F1)· 2021-06-08
    80.52
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonSemEval-2014 Task-4
    Restaurant 2016 (F1)· 2021-06-08
    87.92
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonSemEval
    F1· 2021-06-08
    72.46
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonSemEval
    Avg F1· 2021-06-08
    69.18
    best: 76.73 (FS-ABSA)
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonSemEval
    Laptop 2014 (F1)· 2021-06-08
    67.37
    best: 71.16 (FS-ABSA)
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonSemEval
    Restaurant 2015 (F1)· 2021-06-08
    66.61
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Laptop 2014 (F1)· 2021-06-08
    80.55
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Restaurant 2014 (F1)· 2021-06-08
    85.38
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Restaurant 2015 (F1)· 2021-06-08
    80.52
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Restaurant 2016 (F1)· 2021-06-08
    87.92
    SOTA
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonMuseASTE
    F1· 2021-06-08
    0.249
    best: 0.568 (BMRC)
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonASTE-Data-V2
    F1· 2021-06-08
    67.62
    best: 75.59 (MiniConGTS)
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300
  • Sentiment AnalysisonSemEval
    Restaurant 2014 (F1)· 2021-06-08
    73.56
    best: 82.29 (FS-ABSA)
    A Unified Generative Framework for Aspect-Based Sentiment AnalysisarXiv:2106.04300