Rubricon: Automated Rubric Generation and Refinement for LLM Evaluation and Training.

arXiv:2610.38220v1 Announce Type: new Abstract: Rubrics enable reward assignment on tasks without verifiable answers, but are expensive to manually produce from scratch. We present Rubricon, a pipeline that generates discriminative rubrics without requiring hu