作者位次 #5/9ACL 2026Findings· Findings of ACL
Streaming Hallucination Detection in Long Chain-of-Thought Reasoning
Haolang Lu · Minghui Pan · Ripeng LI · Guoshun Nan · Jialin Zhuang · Zijie Zhao · Zhongxiang Sun · Kun Wang · Yang Liu
摘要
Long chain-of-thought (CoT) reasoning improves the performance of large language models, yet hallucinations in such settings often emerge subtly and propagate across reasoning steps. We suggest that hallucination in long CoT reasoning is better understood as an evolving latent state rather than a...