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Models/BERT-pair-QA-B

BERT-pair-QA-B

Reported on 10 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 Processing10 results

  • Sentiment AnalysisonSemEval 2014 Task 4 Subtask 4
    Accuracy (3-way)· 2019-03-22
    89.9
    SOTA
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588
  • Sentiment AnalysisonSemEval 2014 Task 4 Subtask 4
    Accuracy (4-way)· 2019-03-22
    85.9
    SOTA
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588
  • Sentiment AnalysisonSemEval 2014 Task 4 Subtask 4
    Binary Accuracy· 2019-03-22
    95.6
    SOTA
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588
  • Sentiment AnalysisonSentihood
    Aspect· 2019-03-22
    87.9
    SOTA
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval 2014 Task 4 Subtask 4
    Accuracy (3-way)· 2019-03-22
    89.9
    SOTA
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval 2014 Task 4 Subtask 4
    Accuracy (4-way)· 2019-03-22
    85.9
    SOTA
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval 2014 Task 4 Subtask 4
    Binary Accuracy· 2019-03-22
    95.6
    SOTA
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588
  • Aspect-Based Sentiment Analysis (ABSA)onSentihood
    Aspect· 2019-03-22
    87.9
    SOTA
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588
  • Sentiment AnalysisonSentihood
    Sentiment· 2019-03-22
    93.3
    best: 93.6 (BERT-pair-QA-M)
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588
  • Aspect-Based Sentiment Analysis (ABSA)onSentihood
    Sentiment· 2019-03-22
    93.3
    best: 93.6 (BERT-pair-QA-M)
    Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentencearXiv:1903.09588