gec-metrics: A Unified Library for Grammatical Error Correction Evaluation
Computation and Language
2025-05-27 v1
Abstract
We introduce gec-metrics, a library for using and developing grammatical error correction (GEC) evaluation metrics through a unified interface. Our library enables fair system comparisons by ensuring that everyone conducts evaluations using a consistent implementation. Moreover, it is designed with a strong focus on API usage, making it highly extensible. It also includes meta-evaluation functionalities and provides analysis and visualization scripts, contributing to developing GEC evaluation metrics. Our code is released under the MIT license and is also distributed as an installable package. The video is available on YouTube.
Cite
@article{arxiv.2505.19388,
title = {gec-metrics: A Unified Library for Grammatical Error Correction Evaluation},
author = {Takumi Goto and Yusuke Sakai and Taro Watanabe},
journal= {arXiv preprint arXiv:2505.19388},
year = {2025}
}
Comments
Accepted at ACL 2025 System Demonstration Track, 11 pages, 9 figures