Understanding Why Language Models Hallucinate: Testing Reasoning Against Priors

Yangfan Hu, Xuhan Tong, Haoyue Bai +5

Large language models often produce hallucinated answers that violate prompt-level constraints. A key diagnostic question is whether these failures reflect missing knowledge, or wh…