Author

Qun Shao

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Preprint Aug 2026

Graph-Structured Rubrics: Compiling Rubrics into Typed Evaluation Graphs for LLM Judges

Graph-Structured Rubrics (GSR) is introduced, which compiles a rubric into a response-independent typed evaluation graph before observing responses and achieves the numerically highest end-to-end pairwise accuracy on two preference benchmarks under native tie and abstention policies.

Xi Chen, Jie Mu, Mo Xuan et al. · 0 citations