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Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
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DocReward: A Document Reward Model for Structuring and Stylizing
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Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error
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Do Depth-Grown Models Overcome the Curse of Depth? An In-Depth Analysis
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DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning