Dissecting Atomic Facts: Visual Analytics for Improving Fact Annotations in Language Model Evaluation

Manuel Schmidt, Daniel A. Keim, Frederik L. Dennig

Factuality evaluation of large language model (LLM) outputs requires decomposing text into discrete "atomic" facts. However, existing definitions of atomicity are underspecified, w…