Dongdong Huo

MixHD: A Method for Detecting Hallucinations Based on the Internal State and Output Probability of Large Language Models

This paper presents a novel hallucination detection method based on the internal states and output probabilities of large language models (LLMs) to address the common issue of hallucinations in model-generated content. We designed a new detection framework that extracts internal features such as hid…