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News/Small Language Models as Judges for Rubric-Based Reinforcement Learning
arxiv
PublishedSeptember 1, 2026 at 4:00 AM
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Small Language Models as Judges for Rubric-Based Reinforcement Learning

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arXiv:2608.30005v1 Announce Type: new Abstract: Rubric-based reinforcement learning extends RL beyond tasks with exact answers or rule-based verifiers by scoring responses against instance-specific criteria. However, this makes reward computation expensive: training requires repeated rubric judging,

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