An In-depth Evaluation of Large Language Models in Sentence Simplification with Error-based Human Assessment

Xuanxin Wu, Yuki Arase

Recent studies have used both automatic metrics and human evaluations to assess the simplification abilities of LLMs. However, the suitability of existing evaluation methodologies…