arxiv:2507.15844
lvshangke
paradox122
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Hierarchical Budget Policy Optimization for Adaptive Reasoning
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Hierarchical Budget Policy Optimization for Adaptive Reasoning
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LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy
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