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July 16, 2026cs.CL

Rubrics on Trial: Evolving Rubrics from a Single Query via Synthetic Pairwise Evidence

Haocheng Yang, Licheng Pan, Xiaoxi Li, Zhichao Chen, Zhiheng Zhang, Yuan Lu, Haoxuan Li, Hao Wang
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