Legaleval-q: a benchmark for quality evaluation of LLM-generated Chinese legal text

This work develops a regression-based framework to evaluate legal text quality, constructs a specialized set of legal questions, and analyzes 49 LLMs using this framework, adopting a variance-penalized metric, AdjScore, to robustly assess model performance.