Target-Oriented Opinion Word Extraction on 14lap SemEval 2014 (test)
82.4PrecisionPBF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PBFvariant=without A2021.03 | 82.4 | 80 | 81.2 | |
| PBF2021.03 | 81.8 | 81.2 | 81.5 | |
| PBFvariant=without P2021.03 | 80.2 | 80.4 | 80.3 | |
| ARGCN2021.03 | 79.4 | 71.6 | 75.3 | |
| LOTN2020.01 | 77.08 | 67.62 | 72.02 | |
| LOTN2020.10 | 77.08 | 67.62 | 72.02 | |
| LOTN2021.03 | 77 | 67.6 | 72 | |
| ARGCNbackbone=BERT2021.03 | 75.8 | 76.9 | 76.3 | |
| ONG2020.10 | 73.87 | 77.78 | 75.77 | |
| ONG2021.03 | 73.8 | 77.7 | 75.7 | |
| IOG2020.01 | 73.43 | 68.74 | 70.99 | |
| IOG2020.10 | 73.24 | 69.63 | 71.35 | |
| IOG2021.03 | 73.2 | 69.6 | 71.3 | |
| Pipeline2020.01 | 72.58 | 56.97 | 63.83 | |
| Pipeline2020.10 | 72.58 | 56.97 | 63.83 | |
| PE-BiLSTM2020.01 | 72.01 | 64.2 | 67.83 | |
| BiLSTM2020.01 | 64.52 | 61.45 | 62.71 | |
| BiLSTM2020.10 | 64.52 | 61.45 | 62.71 | |
| PBFvariant=without AP2021.03 | 63.1 | 73.8 | 67.9 | |
| TC-BiLSTM2020.01 | 62.45 | 60.14 | 61.21 | |
| TC-BiLSTM2020.10 | 62.45 | 60.14 | 61.21 | |
| LSTM2020.01 | 55.71 | 57.53 | 56.52 | |
| LSTM2020.10 | 55.71 | 57.53 | 56.52 | |
| Distance-rule2020.01 | 50.13 | 33.86 | 40.42 | |
| Distance-rule2020.10 | 50.13 | 33.86 | 40.42 | |
| Dependency-rule2020.01 | 45.09 | 31.57 | 37.14 | |
| Dependency-rule2020.10 | 45.09 | 31.57 | 37.14 |