Table 8.
Results of ablation experiment (batch size = 1000).
| Model | Curriculum | ||||
|---|---|---|---|---|---|
| TextCNN | 0.5456 | 0.2311 | 0.3246 | 0.0222 | |
| + | 0.7556 | 0.3224 | 0.4407 | 0.1584 | |
| ++ | 0.8403 | 0.6693 | 0.7449 | 0.5802 | |
| TexRNN | 0.5084 | 0.1814 | 0.2674 | 0.0192 | |
| + | 0.7963 | 0.3832 | 0.5174 | 0.2536 | |
| ++ | 0.7919 | 0.3605 | 0.4954 | 0.3300 | |
| TextRCNN | 0.5021 | 0.2265 | 0.3121 | 0.0264 | |
| + | 0.7378 | 0.2590 | 0.3766 | 0.1399 | |
| ++ | 0.8546 | 0.6167 | 0.7161 | 0.5563 |