Learning to Refine Hidden States for Reliable LLM Reasoning

Chia-Hsuan Hsu, Jui-Ming Yao

Large language models show strong reasoning ability, but their internal reasoning process can remain unstable in complex multi-step settings, where early hidden-state errors may pr…