Target-Oriented Opinion Word Extraction on SemEval res 2016 (test)
89.2PrecisionPBF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PBF2021.03 | 89.2 | 89.3 | 89.2 | |
| ARGCNbackbone=BERT2021.03 | 88.4 | 84.9 | 86.6 | |
| ONG2020.10 | 87.72 | 84.38 | 86.01 | |
| ONG2021.03 | 87.7 | 84.3 | 86 | |
| PBFvariant=without P2021.03 | 87.4 | 90.3 | 88.8 | |
| PBFvariant=without A2021.03 | 86.8 | 89.1 | 87.9 | |
| LOTN2020.01 | 86.57 | 80.89 | 83.62 | |
| LOTN2020.10 | 86.57 | 80.89 | 83.62 | |
| LOTN2021.03 | 86.5 | 80.8 | 83.6 | |
| ARGCN2021.03 | 86.1 | 84.1 | 85.1 | |
| IOG2021.03 | 85.2 | 78.5 | 81.6 | |
| IOG2020.01 | 84.36 | 79.08 | 81.6 | |
| PE-BiLSTM2020.01 | 82.27 | 74.95 | 78.43 | |
| IOG2020.10 | 82.25 | 78.51 | 81.69 | |
| Pipeline2020.01 | 81.46 | 67.81 | 74.01 | |
| Pipeline2020.10 | 81.46 | 67.81 | 74.01 | |
| Dependency-rule2020.01 | 76.03 | 56.19 | 64.62 | |
| Dependency-rule2020.10 | 76.03 | 56.19 | 64.62 | |
| TC-BiLSTM2020.01 | 73.46 | 72.88 | 73.1 | |
| TC-BiLSTM2020.10 | 73.46 | 72.88 | 73.1 | |
| BiLSTM2020.01 | 68.68 | 70.51 | 69.57 | |
| BiLSTM2020.10 | 68.68 | 70.51 | 69.57 | |
| PBFvariant=without AP2021.03 | 65.2 | 74 | 69.3 | |
| LSTM2020.01 | 62.46 | 68.72 | 65.33 | |
| LSTM2020.10 | 62.46 | 68.72 | 65.33 | |
| Distance-rule2020.01 | 61.9 | 44.57 | 51.83 | |
| Distance-rule2020.10 | 61.9 | 44.57 | 51.83 |