大型语言模型是语法错误修正的最先进评估器

Mar, 2024

大型语言模型是语法错误修正的最先进评估器

Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction

Masamune Kobayashi, Masato Mita, Mamoru Komachi

TL;DR研究发现大型语言模型（LLMs）在语法错误纠正（GEC）评估中表现优异，特别强调了流畅度作为评估标准的重要性。

Abstract

large language models (LLMs) have been reported to outperform existing automatic evaluation metrics in some tasks, such as text summarization and machine translation. However, there has been a lack of research on