File size: 1,053 Bytes
6f1a4af f91fabc 6f1a4af dd7cc7e f58dad1 dd7cc7e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 |
---
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-base|
|:--|:--|:--|
|CoNLL-2014|M2 (P/R/F0.5)|70.0 / 38.5 / 60.2|
|BEA19-test|ERRANT (P/R/F0.5)|67.7 / 50.1 / 63.3|
|JFLEG-test|GLEU|55.2|
The details can be found in the [GitHub repository](https://github.com/gotutiyan/GEC-BART). |