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upvoted a paper 1 day ago

SEIF: Self-Evolving Reinforcement Learning for Instruction Following

Paper • 2605.07465 • Published 5 days ago • 25

liked a model about 1 month ago

google/gemma-4-31B-it

Image-Text-to-Text • 33B • Updated 6 days ago • 9.73M • • 2.61k

upvoted 3 papers 9 months ago

Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation

Paper • 2508.12040 • Published Aug 16, 2025 • 14

A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models

Paper • 2508.12903 • Published Aug 18, 2025 • 11

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published Aug 7, 2025 • 189