Chain-of-Retrieval Augmented Generation
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Zhiyuan Ning
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Chain-of-Retrieval Augmented Generation
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Evolving Deeper LLM Thinking
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2501.09891
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Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
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2501.11425
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Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate
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s1: Simple test-time scaling
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RedPajama: an Open Dataset for Training Large Language Models
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TÜLU 3: Pushing Frontiers in Open Language Model Post-Training
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Training Large Language Models to Reason in a Continuous Latent Space
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B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
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HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
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2412.18925
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rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
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2501.04519
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Enabling Scalable Oversight via Self-Evolving Critic
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2501.05727
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SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
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