Streaming Hallucination Detection in Long Chain-of-Thought Reasoning

By: Haolang Lu, Minghui Pan, Ripeng Li, Guoshun Nan, Jialin Zhuang, Zijie Zhao, Zhongxiang Sun, Kun Wang, Yang Liu

Published: 2026-01-06

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Abstract

This work focuses on developing methods for detecting hallucinations in long chain-of-thought reasoning processes, especially in the context of large language models. Effective hallucination detection is vital for the reliability and safety of AI systems.

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Streaming Hallucination Detection in Long Chain-of-Thought Reasoning | ArXiv Intelligence