Aspect-Opinion Pair Extraction on 14res
97.59F1 ScoreStage-two Classifier (Oracle)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Stage-two Classifier (Oracle)input=gold labels2019.11 | 97.59 | — | — | |
| BARTABSA2023.02 | 85.38 | — | — | |
| ONG2023.02 | 82.33 | — | — | |
| InstructABSAVariant=22023.02 | 81.08 | — | — | |
| InstructABSAVariant=12023.02 | 80.78 | — | — | |
| IOG2023.02 | 80.23 | — | — | |
| BMRC2021.03 | 76.23 | 76.91 | 75.59 | |
| RACL+R2021.03 | 70.61 | 73.58 | 67.87 | |
| ASTEstage two module=enabled2019.11 | 56.1 | 47.76 | 68.1 | |
| TSF2021.03 | 56.1 | 47.76 | 68.1 | |
| Li-unified-Raugmented with stage two module=true2019.11 | 55.34 | 44.37 | 73.67 | |
| Li-unified-R+2021.03 | 55.34 | 44.37 | 73.67 | |
| ASTEstage two module=enabled2019.11 | 51.89 | 44.18 | 62.99 | |
| Li-unified-Raugmented with stage two module=true2019.11 | 51.68 | 41.44 | 68.79 | |
| CMLAaugmented with stage two module=true2019.11 | 48.95 | 45.17 | 53.42 | |
| RINANTEaugmented with stage two module=true2019.11 | 46.29 | 42.32 | 51.08 | |
| RINANTE+2021.03 | 46.29 | 42.32 | 51.08 | |
| CMLAaugmented with stage two module=true2019.11 | 43.12 | 40.11 | 46.63 | |
| RINANTEaugmented with stage two module=true2019.11 | 34.03 | 31.07 | 37.63 |