Chinese Spell Checking on LEMON (test)
22.6GAMCRASpell
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CRASpellFine-tuning protocol=Standard2023.05 | 22.6 | 44.5 | 63.8 | 48 | 49.6 | 35.5 | 53 | 52.4 | 46.2 | |
| BERT-ATFine-tuning protocol=Standard2023.05 | 25.6 | 43 | 62.6 | 49.4 | 47.5 | 33.9 | 51.6 | 51 | 45.6 | |
| Soft-Masked BERTFine-tuning protocol=Standard2023.05 | 26.3 | 43.5 | 63.8 | 48.8 | 47.7 | 34.3 | 52.7 | 50.5 | 45.9 | |
| BERTFine-tuning protocol=Standard2023.05 | 27.1 | 41.6 | 63.9 | 47.9 | 47.6 | 34.2 | 50.7 | 50.6 | 45.5 | |
| MDCSpellFine-tuning protocol=Standard2023.05 | 28.2 | 42.4 | 63.1 | 49.4 | 49.1 | 35.4 | 53.9 | 53.2 | 46.5 | |
| Soft-Masked BERTFine-tuning protocol=Masked-FT2023.05 | 29.8 | 44.6 | 65 | 49.3 | 52 | 37.8 | 55.8 | 53.4 | 48.4 | |
| CRASpellFine-tuning protocol=Masked-FT2023.05 | 30.7 | 48.1 | 66 | 51.7 | 51.7 | 38.6 | 55.9 | 55.1 | 49.7 | |
| MDCSpellFine-tuning protocol=Masked-FT2023.05 | 31.2 | 45.9 | 65.4 | 52 | 52.6 | 38.6 | 57.3 | 54.7 | 49.7 | |
| BERTFine-tuning protocol=Masked-FT2023.05 | 33.3 | 45.5 | 64.1 | 50.9 | 52.3 | 36 | 56 | 53.4 | 48.9 | |
| BERT-ATFine-tuning protocol=Masked-FT2023.05 | 34.4 | 47.1 | 66.8 | 52 | 51.6 | 36.5 | 55 | 53.8 | 49.7 |