|
--- |
|
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). |
