Aspect-Opinion Pair Extraction on 15res
99.61F1 ScoreStage-two Classifier (Oracle)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Stage-two Classifier (Oracle)input=gold labels2019.11 | 99.61 | — | — | |
| InstructABSAVariant=22023.02 | 81.34 | — | — | |
| BARTABSA2023.02 | 80.52 | — | — | |
| InstructABSAVariant=12023.02 | 80.41 | — | — | |
| ONG2023.02 | 78.81 | — | — | |
| IOG2023.02 | 71.91 | — | — | |
| BMRC2021.03 | 68.6 | 71.59 | 65.89 | |
| RACL+R2021.03 | 65.46 | 67.89 | 63.74 | |
| Li-unified-Raugmented with stage two module=true2019.11 | 56.85 | 52.75 | 61.75 | |
| Li-unified-R+2021.03 | 56.85 | 52.75 | 61.75 | |
| ASTEstage two module=enabled2019.11 | 56.23 | 49.22 | 65.7 | |
| TSF2021.03 | 56.23 | 49.22 | 65.7 | |
| CMLAaugmented with stage two module=true2019.11 | 44.6 | 42.7 | 46.7 | |
| RINANTEaugmented with stage two module=true2019.11 | 35.4 | 37.1 | 33.9 | |
| RINANTE+2021.03 | 35.4 | 37.1 | 33.9 |