arxiv:2505.19388

gec-metrics: A Unified Library for Grammatical Error Correction Evaluation

Published on May 26

Authors:

Takumi Goto ,

Abstract

A library for evaluating and developing grammatical error correction metrics with a unified interface, ensuring consistent and extensible evaluations.

AI-generated summary

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.

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