A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation

Bairu Hou, Yang Zhang, Jacob Andreas +1

This paper focuses on the task of hallucination detection, which aims to determine the truthfulness of LLM-generated statements. To address this problem, a popular class of methods…