Local self-verified chain-of-thought and preference alignment: a two-stage ReVCoT-DPO fine-tuning framework for system log fault diagnosis. - Zhichao Zhen; Chen Ling; Lizhu Mi; Hongbin Zhang (Computing, 2026)