---
license: mit
tags:
- grammatical error correction
---

This is a reproduction of the following paper:
```
@inproceedings{katsumata-komachi-2020-stronger,
    title = "Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model",
    author = "Katsumata, Satoru  and
      Komachi, Mamoru",
    booktitle = "Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing",
    month = dec,
    year = "2020",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.aacl-main.83",
    pages = "827--832",
}
```

This model achieves the following results:
|Data|Metric|gotutiyan/gec-bart-large|Paper (bart-large)|
|:--|:--|:--|:--|
|CoNLL-2014|M2 (P/R/F0.5)|71.01 / 43.3 / 62.9|69.3 / 45.0 /62.6|
|BEA19-test|ERRANT (P/R/F0.5)3|70.4 / 55.0 / 66.6|68.3 / 57.1 /65.6|
|JFLEG-test|GLEU|57.8|57.3|

The details can be found in the [GitHub repository](https://github.com/gotutiyan/GEC-BART).