Arxiv Papers

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

This study explores Reinforcement Learning with Verifiable Rewards (RLVR) through token entropy patterns, revealing that high-entropy tokens significantly enhance reasoning performance in Large Language Models.

https://arxiv.org/abs//2506.01939

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