Aspect term-polarity pair extraction on Twitter ST (test)
51.37F1 ScoreDOER
Evaluation Results
| Method | Links | |
|---|---|---|
| DOERApproach category=Joint (Ours)2019.06 | 51.37 | |
| S-BiReGU+CSU+AuSApproach category=Joint (Ours)2019.06 | 51.13 | |
| S-BiReGU+CSU+AuLApproach category=Joint (Ours)2019.06 | 51.06 | |
| S-BiReGU+CSUApproach category=Joint (Ours)2019.06 | 49.89 | |
| E2E-TBSAApproach category=Collapsed Baselines2019.06 | 49.13 | |
| S-BiReGUApproach category=Joint (Ours)2019.06 | 49.11 | |
| S-BILSTMApproach category=Joint (Ours)2019.06 | 48.94 | |
| DE-CNN+TNetApproach category=Pipeline Baselines2019.06 | 48.74 | |
| LM-LSTM-CRFApproach category=Collapsed Baselines2019.06 | 48.46 | |
| LSTM+CRF-CNNcApproach category=Collapsed Baselines2019.06 | 47.35 | |
| LSTM+CRF-LSTMcApproach category=Collapsed Baselines2019.06 | 46.57 | |
| Sentiment-ScopeApproach category=Collapsed Baselines2019.06 | 45.91 | |
| NN+CRF-collapsedApproach category=Collapsed Baselines2019.06 | 45.52 | |
| NN+CRF-pipelineApproach category=Pipeline Baselines2019.06 | 45.08 | |
| NN+CRF-jointApproach category=Joint Baselines2019.06 | 44.69 | |
| CRF-jointApproach category=Joint Baselines2019.06 | 32.42 | |
| CRF-collapsedApproach category=Collapsed Baselines2019.06 | 32 | |
| CRF-pipelineApproach category=Pipeline Baselines2019.06 | 31.91 |