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DEGS

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04:00
2026-07-14
arxiv.org
large-language-models

Depth-Entropy Guided Sampling for Training-Free LLM Reasoning

Researchers introduce Depth-Entropy Guided Sampling (DEGS), a training-free test-time method that exploits layer-wise entropy collapse in transformer forward passes to improve LLM reasoning. Across th…

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GRPO 1 GPQA 1
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large language models 1 artificial intelligence 1 machine learning 1 ai research 1