Spelling Correction on Single Word Spelling Correction (OOV)
82.08Accuracy (Seq-Level)Char-S
Evaluation results
| Method | Links | |
|---|---|---|
| Char-SModel=T5 with character-level source sequences2022.12 | 82.08 | |
| ByT5Model=ByT5 character model2022.12 | 80.08 | |
| GPT-3Engine=davinci-0032022.12 | 78.4 | |
| Char-STModel=T5 with character-level source and target sequences2022.12 | 77.37 | |
| GPT-3-CEngine=davinci-003, Formatting=hyphen or space separated characters2022.12 | 71 | |
| Char-T + IITBase Model=T5 with character-level target sequences, Intervention=Joint training with character-level interventions2022.12 | 70.14 | |
| Subword + IITBase Model=T5 subword model, Intervention=Joint training with character-level interventions2022.12 | 63.91 | |
| SubwordModel=T5 subword model2022.12 | 63.21 | |
| Char-TModel=T5 with character-level target sequences2022.12 | 23 |