| 词嵌入 | 模型 | Laptop | Restaurant | ||
| Acc | MF1 | Acc | MF1 | ||
| BERT | IAN | 72.10 | − | 78.60 | − |
| BERT-SPC | 78.99 | 75.03 | 84.46 | 76.98 | |
| BERT-PT | 78.07 | 75.08 | 84.95 | 76.96 | |
| AEN-BERT | 78.35 | 73.68 | 81.46 | 71.73 | |
| TD-BERT | 80.00 | 75.19 | 85.30 | 79.69 | |
| TD-BERT-QA-CON | 78.57 | 75.76 | 85.06 | 80.40 | |
| BERT-MLF | 81.30 | 77.53 | 87.62 | 81.26 | |