Who Judges the Judges? A Chinese Safety QA Benchmark for Evaluating LLM Responses and Safety Judges
C-SafeQA, a policy-grounded benchmark for response-level Chinese safety evaluation, is introduced, with substantial trade-offs between unsafe-response recall and risk-query-conditioned safe-response false positive rate.
Rui-Wei-Chun-Hui-Li-Yuan Yang, Shuang Huang, Jun-Hua Liu et al.
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