Aspect-level Sentiment Analysis on Restaurant R2 (test)
81.49AccuracyMGAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MGANModel=Full Model2018.11 | 81.49 | 71.48 | |
| MGAN w/o C2FAblation=Without Coarse-to-Fine module2018.11 | 80.46 | 67.86 | |
| MGAN w/o PIAblation=Without Position Information2018.11 | 78.99 | 66.41 | |
| IAN2018.11 | 78.6 | — | |
| RAM2018.11 | 78.48 | 68.54 | |
| MemNet2018.11 | 78.16 | 65.83 | |
| TNDescription=Target Network (proposed base model)2018.11 | 77.91 | 65.75 | |
| ATAE-LSTM2018.11 | 77.23 | 64.95 | |
| AE-LSTM2018.11 | 76.25 | 64.32 | |
| TD-LSTM2018.11 | 75.63 | 64.16 |