Metric: GLEU (higher is better)
| # | Model↕ | GLEU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VERNet | 62.1 | No | Neural Quality Estimation with Multiple Hypothes... | 2021-05-10 | Code |
| 2 | Transformer + Pre-train with Pseudo Data + BERT | 62 | No | Encoder-Decoder Models Can Benefit from Pre-trai... | 2020-05-03 | Code |
| 3 | SMT + BiGRU | 61.5 | No | Near Human-Level Performance in Grammatical Erro... | 2018-04-16 | - |
| 4 | Copy-augmented Model (4 Ensemble +Denoising Autoencoder) | 61 | No | Improving Grammatical Error Correction via Pre-T... | 2019-03-01 | Code |
| 5 | Transformer | 59.9 | No | Approaching Neural Grammatical Error Correction ... | 2018-04-16 | Code |
| 6 | CNN Seq2Seq | 57.47 | No | A Multilayer Convolutional Encoder-Decoder Neura... | 2018-01-26 | Code |