Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework 事件

Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework arXiv:2605.24661v1 Announce Type: cross Abstract: LLMs have achieved remarkable success in complex reasoning tasks, yet current evaluation approaches predominantly rely on final-answer correctness, offering limited insight into the underlying reasoning processes that produce those answers. To address this gap, this study proposes a unified multi-dimensional framework for measuring reasoning quality in LLMs from a beha