gotutiyan/gec-bart-large

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.