Large Language Models Can Self-Improve in Long-context Reasoning
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2411.08147
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Published
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63
reasoning
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Reverse Thinking Makes LLMs Stronger Reasoners
Paper • 2411.19865 • Published • 20 -
Training Large Language Models to Reason in a Continuous Latent Space
Paper • 2412.06769 • Published • 76 -
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
Paper • 2412.18925 • Published • 97 -
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
Paper • 2501.06590 • Published • 8 -
O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning
Paper • 2501.12570 • Published • 20 -
Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament
Paper • 2501.13007 • Published • 18 -
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
Paper • 2501.11425 • Published • 84