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Models/Dual-MRC

Dual-MRC

Reported on 13 benchmarks across 2 tasks · 1 paper · 9 SOTA

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

Natural Language Processing13 results

Sentiment AnalysisonSemEval-2014 Task-4
Laptop 2014 (F1)· 2021-01-04
79.9
best: 80.55 (BARTABSA)
SOTA
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Sentiment AnalysisonSemEval-2014 Task-4
Restaurant 2014 (F1)· 2021-01-04
83.73
best: 85.38 (BARTABSA)
SOTA
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Sentiment AnalysisonSemEval
F1· 2021-01-04
70.32
best: 72.46 (BARTABSA)
SOTA
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Sentiment AnalysisonSemEval
Avg F1· 2021-01-04
68.99
best: 76.73 (FS-ABSA)
SOTA
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Sentiment AnalysisonSemEval
Laptop 2014 (F1)· 2021-01-04
65.94
best: 71.16 (FS-ABSA)
SOTA
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Sentiment AnalysisonSemEval
Restaurant 2014 (F1)· 2021-01-04
75.95
best: 82.29 (FS-ABSA)
SOTA
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Sentiment AnalysisonSemEval
Restaurant 2015 (F1)· 2021-01-04
65.08
best: 66.61 (BARTABSA)
SOTA
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Laptop 2014 (F1)· 2021-01-04
79.9
best: 80.55 (BARTABSA)
SOTA
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Restaurant 2014 (F1)· 2021-01-04
83.73
best: 85.38 (BARTABSA)
SOTA
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Sentiment AnalysisonSemEval-2014 Task-4
Restaurant 2015 (F1)· 2021-01-04
74.5
best: 80.52 (BARTABSA)
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Sentiment AnalysisonSemEval-2014 Task-4
Restaurant 2016 (F1)· 2021-01-04
83.33
best: 87.92 (BARTABSA)
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Restaurant 2015 (F1)· 2021-01-04
74.5
best: 80.52 (BARTABSA)
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Restaurant 2016 (F1)· 2021-01-04
83.33
best: 87.92 (BARTABSA)
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis arXiv:2101.00816