Spelling Correction on Single Word Spelling Correction (IV)
78.8Sequence AccuracyGPT-3
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-3Engine=davinci-0032022.12 | 78.8 | |
| Char-SModel=T5 with character-level source sequences2022.12 | 78.54 | |
| Subword + IITBase Model=T5 subword model, Intervention=Joint training with character-level interventions2022.12 | 77.02 | |
| Char-T + IITBase Model=T5 with character-level target sequences, Intervention=Joint training with character-level interventions2022.12 | 76.74 | |
| ByT5Model=ByT5 character model2022.12 | 76.14 | |
| Char-STModel=T5 with character-level source and target sequences2022.12 | 74.62 | |
| Char-TModel=T5 with character-level target sequences2022.12 | 71.11 | |
| SubwordModel=T5 subword model2022.12 | 69.29 | |
| GPT-3-CEngine=davinci-003, Formatting=hyphen or space separated characters2022.12 | 64 |