Fact-checking vs claim verification

Why hallucination detection task is wrongly named

During the past year, I have been working on two projects dealing with hallucination detection of large language models and verifying claims produced by them. As with any research, especially one looking at verification of claims, it led to quite a bit of literature review, in which I have learned that a lot of authors, the task of verifying whether some claim is based on evidence from a reputable source (e.g. previous scientific …

claim detection fact-checking hallucination hallucinations language language models large language large language models literature projects research review them verification