Aspect term-polarity pair extraction on Restaurant (D_R)
0.8032PrecisionDOER
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DOER2020.09 | 0.8032 | 0.6654 | 0.7278 | |
| SPANLargeBackbone=BERT-Large2020.09 | 0.7614 | 0.7374 | 0.7492 | |
| GRACE2020.09 | 0.7595 | 0.8031 | 0.7807 | |
| GRACEvirtual adversarial training=false2020.09 | 0.7575 | 0.7997 | 0.778 | |
| GRACEgradient harmonized loss=false2020.09 | 0.7516 | 0.7866 | 0.7687 | |
| GRACEpost-training on BERT-Base=false2020.09 | 0.7328 | 0.7653 | 0.7487 | |
| BERT-E2E-ABSA2020.09 | 0.7292 | 0.7672 | 0.7472 | |
| SPANBaseBackbone=BERT-Base2020.09 | 0.7122 | 0.7191 | 0.7157 | |
| E2E-TBSA2020.09 | 0.6864 | 0.7101 | 0.698 |