Depth-Entropy Guided Sampling for Training-Free LLM Reasoning

Zibin Meng, Peng Xie, Kani Chen

Reinforcement learning (RL) has become the dominant paradigm for improving the reasoning capabilities of large language models, but it requires expensive training, curated data, an…