Fact-Checking with Large Language Models via Probabilistic Certainty and Consistency

Haoran Wang, Maryam Khalid, Qiong Wu +2

Large language models (LLMs) are increasingly used in applications requiring factual accuracy, yet their outputs often contain hallucinated responses. While fact-checking can mitig…