MRRG elicits evaluation criteria from multiple complementary roles to build rubrics that outperform single-role baselines for validating LLM preferences and providing rewards in RLVR.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Many Voices, One Reward: Multi-Role Rubric Generation for LLM Judging and Reward Modeling
MRRG elicits evaluation criteria from multiple complementary roles to build rubrics that outperform single-role baselines for validating LLM preferences and providing rewards in RLVR.