MaskedABSA

Reported on 8 benchmarks across 2 tasks

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

Natural Language Processing8 results

Sentiment Analysison SemEval 2015 Task 12
Restaurant (Acc)
91.53
Sentiment AnalysisonSemEval-2014 Task-4
Laptop (Acc)
86.24
best: 8276 (ABSA-DeBERTa)
Sentiment AnalysisonSemEval-2014 Task-4
Mean Acc (Restaurant + Laptop)
86.95
best: 8611 (ABSA-DeBERTa)
Sentiment AnalysisonSemEval-2014 Task-4
Restaurant (Acc)
87.65
best: 8946 (ABSA-DeBERTa)
Aspect-Based Sentiment Analysis (ABSA)on SemEval 2015 Task 12
Restaurant (Acc)
91.53
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Laptop (Acc)
86.24
best: 8276 (ABSA-DeBERTa)
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Mean Acc (Restaurant + Laptop)
86.95
best: 8611 (ABSA-DeBERTa)
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Restaurant (Acc)
87.65
best: 8946 (ABSA-DeBERTa)