Demystifying Long Chain-of-Thought Reasoning in LLMs
Paper
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2502.03373
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Published
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49
Large Reasoning Models
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LIMO: Less is More for Reasoning
Paper • 2502.03387 • Published • 44 -
LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information
Paper • 2502.02095 • Published • 4 -
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
Paper • 2502.02584 • Published • 14 -
o3-mini vs DeepSeek-R1: Which One is Safer?
Paper • 2501.18438 • Published • 22 -
Reward-Guided Speculative Decoding for Efficient LLM Reasoning
Paper • 2501.19324 • Published • 34 -
Chain-of-Retrieval Augmented Generation
Paper • 2501.14342 • Published • 48 -
CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Paper • 2501.14723 • Published • 7 -
Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate
Paper • 2501.17703 • Published • 51 -
Early External Safety Testing of OpenAI's o3-mini: Insights from the Pre-Deployment Evaluation
Paper • 2501.17749 • Published • 12 -
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
Paper • 2501.18585 • Published • 51 -
Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback
Paper • 2501.10799 • Published • 14