SEIF: Self-Evolving Reinforcement Learning for Instruction Following
Paper • 2605.07465 • Published • 28
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Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation
Paper • 2508.12040 • Published • 14
A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
Paper • 2508.12903 • Published • 11
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification
Paper • 2508.05629 • Published • 189