Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations

Jinyuan Luo, Zhen Fang, Yixuan Li +2

Hallucination remains a key obstacle to the reliable deployment of large language models (LLMs) in real-world question answering tasks. A widely adopted strategy to detect hallucin…