Rubrics from the Task, Verdicts from Evidence: Pointwise Rubric Rewards with Tool-Augmented Judges Paper • 2610.18766 • Published Oct 13 • 9
Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training Paper • 2602.01511 • Published Feb 2 • 15