Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
Paper
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2501.18585
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Published
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53
Reasoning
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Improving Multi-Step Reasoning Abilities of Large Language Models with Direct Advantage Policy Optimization
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Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback
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Reward-Guided Speculative Decoding for Efficient LLM Reasoning
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Dynamic Scaling of Unit Tests for Code Reward Modeling
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Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models
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Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning
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