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upvoted a paper 8 days ago

Meta-Awareness Enhances Reasoning Models: Self-Alignment Reinforcement Learning

Paper • 2510.03259 • Published 21 days ago • 54

upvoted 2 papers 19 days ago

No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping

Paper • 2509.21880 • Published 22 days ago • 39

ReviewScore: Misinformed Peer Review Detection with Large Language Models

Paper • 2509.21679 • Published 22 days ago • 62

upvoted a paper 5 months ago

Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models

Paper • 2505.17225 • Published May 22 • 64