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Sangwoo Park

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• Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge
• Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning