LLMs Cannot Reliably Judge (Yet?): A Comprehensive Assessment on the Robustness of LLM-as-a-Judge. - Songze Li; Chuokun Xu; Jiaying Wang; Xueluan Gong; Chen Chen; Jirui Zhang; Jun Wang 001; Kwok-Yan Lam; Shouling Ji (CoRR, 2025)