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

Xi Chen, Jie Mu, Mo Xuan +1

Rubric-based evaluators commonly treat rubrics as prompt context or flat criteria: they specify what to judge but leave criterion composition implicit, even when natural-language r…