Aspect-Opinion Pair Extraction on 15res (test)
74.5F1 ScoreDual-MRC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Dual-MRCBackbone=BERT-Base-Uncased2021.01 | 74.5 | 77.19 | 71.98 | |
| LOTN2021.01 | 73.29 | 76.61 | 70.29 | |
| IOGBackbone=6x BLSTMs2021.01 | 71.91 | 72.19 | 71.76 | |
| Seq2Path2023.02 | 71.84 | — | — | |
| BMRC2023.02 | 68.6 | — | — | |
| GAS2023.02 | 67.93 | — | — | |
| Dual-MRCBackbone=BERT-Base-Uncased2021.01 | 64.97 | 72.43 | 58.9 | |
| InstructABSA2variant=22023.02 | 62.59 | — | — | |
| InstructABSA1variant=12023.02 | 60.31 | — | — | |
| Li-unified-RTagging Schema=unified tagging2021.01 | 56.85 | 52.75 | 61.75 | |
| Peng-two-stageTagging Schema=unified tagging2021.01 | 56.23 | 49.22 | 65.7 | |
| CMLA2021.01 | 44.6 | 42.7 | 46.7 | |
| RINANTE2021.01 | 35.4 | 37.1 | 33.9 |