Chinese Spell Checking on SIGHAN 2015 (ATTACK)
45.9Detection F1BERT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BERTStrategy=Adversarial training2021.05 | 45.9 | 36 | |
| BERTStrategy=Pre-trained for CSC2021.05 | 39 | 26.9 | |
| Soft-masked BERTStrategy=Adversarial training2021.05 | 30.3 | 11.4 | |
| SpellGCNStrategy=Adversarial training2021.05 | 28.2 | 25.2 | |
| SpellGCNStrategy=Pre-trained for CSC2021.05 | 26.2 | 25.2 | |
| BERTStrategy=Baseline2021.05 | 25.1 | 13.7 | |
| Soft-masked BERTStrategy=Pre-trained for CSC2021.05 | 22.2 | 6.5 | |
| SpellGCNStrategy=Baseline2021.05 | 18.8 | 17.4 | |
| Soft-masked BERTStrategy=Baseline2021.05 | 15.5 | 5.3 |