Spelling Correction on Single Word Spelling Correction (Real)
0.73Accuracy (Seq-Level)GPT-3
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-3Engine=davinci-0032022.12 | 0.73 | |
| GPT-3-CEngine=davinci-003, Formatting=hyphen or space separated characters2022.12 | 0.638 | |
| Char-SModel=T5 with character-level source sequences2022.12 | 0.5559 | |
| Subword + IITBase Model=T5 subword model, Intervention=Joint training with character-level interventions2022.12 | 0.5179 | |
| SubwordModel=T5 subword model2022.12 | 0.4485 | |
| Char-T + IITBase Model=T5 with character-level target sequences, Intervention=Joint training with character-level interventions2022.12 | 0.3846 | |
| ByT5Model=ByT5 character model2022.12 | 0.3132 | |
| Char-TModel=T5 with character-level target sequences2022.12 | 0.3008 | |
| Char-STModel=T5 with character-level source and target sequences2022.12 | 0.257 |