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Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Xu, Xin et al.
arXiv (All) · Papers
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computation-and-language
Large-scale verifiable prompts underpin the success of Reinforcement Learning with Verifiable Rewards (RLVR), but they contain many uninformative examples and are costly to expand further. Recent studies focus on better exploiting limited training data by prioritizing hard prompts whose rollout pass
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