Aspect-Opinion Pair Extraction (Pair) on 16res (test)
83.62F1 ScoreLOTN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LOTN2021.01 | 83.62 | 86.57 | 80.89 | |
| Dual-MRCBackbone=BERT-Base-Uncased2021.01 | 83.33 | 86.07 | 80.77 | |
| IOGBackbone=6x BLSTMs2021.01 | 81.6 | 84.36 | 79.08 | |
| Seq2Path2023.02 | 79.09 | — | — | |
| BMRC2023.02 | 76.52 | — | — | |
| Dual-MRCBackbone=BERT-Base-Uncased2021.01 | 75.71 | 77.06 | 74.41 | |
| GAS2023.02 | 75.42 | — | — | |
| InstructABSA1variant=12023.02 | 72.04 | — | — | |
| InstructABSA2variant=22023.02 | 70.06 | — | — | |
| Peng-two-stageTagging Schema=unified tagging2021.01 | 60.04 | 52.35 | 70.5 | |
| Li-unified-RTagging Schema=unified tagging2021.01 | 53.75 | 46.11 | 64.55 | |
| CMLA2021.01 | 50 | 52.5 | 47.9 | |
| RINANTE2021.01 | 30.7 | 35.7 | 27 |