Aspect-Opinion Pair Extraction on 14res (test)
83.73F1 ScoreDual-MRC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Dual-MRCBackbone=BERT-Base-Uncased2021.01 | 83.73 | 89.79 | 78.43 | |
| LOTN2021.01 | 82.21 | 84 | 80.52 | |
| IOGBackbone=6x BLSTMs2021.01 | 80.23 | 82.38 | 78.25 | |
| Seq2Path2023.02 | 77.35 | — | — | |
| BMRC2023.02 | 76.23 | — | — | |
| GAS2023.02 | 75.15 | — | — | |
| Dual-MRCBackbone=BERT-Base-Uncased2021.01 | 74.93 | 76.23 | 73.67 | |
| InstructABSA2variant=22023.02 | 71.37 | — | — | |
| InstructABSA1variant=12023.02 | 70.46 | — | — | |
| Peng-two-stageTagging Schema=unified tagging2021.01 | 56.1 | 47.76 | 68.1 | |
| Li-unified-RTagging Schema=unified tagging2021.01 | 55.34 | 44.37 | 73.67 | |
| CMLA2021.01 | 48.95 | 45.17 | 53.42 | |
| RINANTE2021.01 | 46.29 | 42.32 | 51.08 |