qingyang zhang

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upvoted a paper 25 days ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 290

upvoted 7 papers 3 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2 • 177

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30 • 135

Sherlock: Self-Correcting Reasoning in Vision-Language Models

Paper • 2505.22651 • Published May 28 • 51

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 129

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning

Paper • 2505.15134 • Published May 21 • 6

Learning to Reason without External Rewards

Paper • 2505.19590 • Published May 26 • 29

SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization

Paper • 2505.12346 • Published May 18 • 19

upvoted an article 3 months ago

view article

Article

Train Reasoning Models without External Supervision

By •

May 18

• 1

upvoted a paper 3 months ago

Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization

Paper • 2504.05812 • Published Apr 8 • 3

upvoted a collection 3 months ago

EMPO

Collection

19 items • Updated Jun 4 • 2