DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper
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2501.12948
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Published
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404
LLM-Reasoning (training)
LLM reasoning papers, with RL and long COT. (Post)Training of LLM is involved.
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Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
Paper • 2502.05171 • Published • 142 -
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
Paper • 2501.04682 • Published • 97 -
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
Paper • 2501.04519 • Published • 280 -
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
Paper • 2501.11425 • Published • 106 -
AgentRefine: Enhancing Agent Generalization through Refinement Tuning
Paper • 2501.01702 • Published