Efficient LLM Reasoning via Variational Posterior Guidance with Efficiency Awareness

Zizhao Chen, Yuying Li, Siting Lin +1

Although large language models rely on chain-of-thought for complex reasoning, the overthinking phenomenon severely degrades inference efficiency. Existing reinforcement learning m…