Understanding Reasoning from Pretraining to Post-Training
Paper • 2607.16097 • Published • 29
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Rethinking Diverse Human Preference Learning through Principal Component Analysis
Paper • 2502.13131 • Published • 37
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning
Paper • 2505.24846 • Published • 15
When Reasoning Meets Its Laws
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Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
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When Can LLMs Learn to Reason with Weak Supervision?
Paper • 2604.18574 • Published • 25
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