Rubrics from the Task, Verdicts from Evidence: Pointwise Rubric Rewards with Tool-Augmented Judges Paper • 2610.18766 • Published 19 days ago • 9
RUBRIC-ARROW: Alternating Pointwise Rubric Reward Modeling for LLM Post-training in Non-verifiable Domains Paper • 2605.29156 • Published May 27 • 11
Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training Paper • 2602.01511 • Published Feb 2 • 15