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Models/LSA+DeBERTa-V3-Large

LSA+DeBERTa-V3-Large

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Natural Language Processing6 results

  • Sentiment AnalysisonSemEval-2014 Task-4
    Laptop (Acc)· 2021-10-16
    86.21
    best: 8276 (ABSA-DeBERTa)
    SOTA
    LSA: Modeling Aspect Sentiment Coherency via Local Sentiment AggregationarXiv:2110.08604
  • Sentiment AnalysisonSemEval-2014 Task-4
    Mean Acc (Restaurant + Laptop)· 2021-10-16
    88.27
    best: 8611 (ABSA-DeBERTa)
    SOTA
    LSA: Modeling Aspect Sentiment Coherency via Local Sentiment AggregationarXiv:2110.08604
  • Sentiment AnalysisonSemEval-2014 Task-4
    Restaurant (Acc)· 2021-10-16
    90.33
    best: 8946 (ABSA-DeBERTa)
    SOTA
    LSA: Modeling Aspect Sentiment Coherency via Local Sentiment AggregationarXiv:2110.08604
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Laptop (Acc)· 2021-10-16
    86.21
    best: 8276 (ABSA-DeBERTa)
    SOTA
    LSA: Modeling Aspect Sentiment Coherency via Local Sentiment AggregationarXiv:2110.08604
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Mean Acc (Restaurant + Laptop)· 2021-10-16
    88.27
    best: 8611 (ABSA-DeBERTa)
    SOTA
    LSA: Modeling Aspect Sentiment Coherency via Local Sentiment AggregationarXiv:2110.08604
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Restaurant (Acc)· 2021-10-16
    90.33
    best: 8946 (ABSA-DeBERTa)
    SOTA
    LSA: Modeling Aspect Sentiment Coherency via Local Sentiment AggregationarXiv:2110.08604