PRET+MULT

Reported on 6 benchmarks across 2 tasks · 1 paper

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)· 2018-06-12
71.15
best: 8276 (ABSA-DeBERTa)
Exploiting Document Knowledge for Aspect-level Sentiment Classification arXiv:1806.04346
Sentiment AnalysisonSemEval-2014 Task-4
Mean Acc (Restaurant + Laptop)· 2018-06-12
75.13
best: 8611 (ABSA-DeBERTa)
Exploiting Document Knowledge for Aspect-level Sentiment Classification arXiv:1806.04346
Sentiment AnalysisonSemEval-2014 Task-4
Restaurant (Acc)· 2018-06-12
79.11
best: 8946 (ABSA-DeBERTa)
Exploiting Document Knowledge for Aspect-level Sentiment Classification arXiv:1806.04346
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Laptop (Acc)· 2018-06-12
71.15
best: 8276 (ABSA-DeBERTa)
Exploiting Document Knowledge for Aspect-level Sentiment Classification arXiv:1806.04346
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Mean Acc (Restaurant + Laptop)· 2018-06-12
75.13
best: 8611 (ABSA-DeBERTa)
Exploiting Document Knowledge for Aspect-level Sentiment Classification arXiv:1806.04346
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Restaurant (Acc)· 2018-06-12
79.11
best: 8946 (ABSA-DeBERTa)
Exploiting Document Knowledge for Aspect-level Sentiment Classification arXiv:1806.04346