Grammatical Error Correction 벤치마크
Grammatical Error Correction on CoNLL-2014 Shared Task (10 annotations)
F0.5
- 2018-01-26 — CNN Seq2Seq: F0.5 70.14
- 2018-04-16 — SMT + BiGRU: F0.5 72.04
- 2023-10-23 — GRECO (vote+ESC): F0.5 85.21
| Rank | Model | F0.5 | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | GRECO (vote+ESC) | 85.21 | System Combination via Quality Estimation for Grammatical Error Correction | nusnlp/greco | 2023 |
| 2 | SMT + BiGRU | 72.04 | Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation | 2018 | |
| 3 | CNN Seq2Seq | 70.14 | A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction | nusnlp/mlconvgec2018 · seaweiqing/neuraltalk_plus_charcnn · seaweiqing/image2story | 2018 |