cs.CL, cs.FL, cs.LG, math.ST, stat.ML, stat.TH

Hallucinations are inevitable but can be made statistically negligible

arXiv:2502.12187v3 Announce Type: replace
Abstract: Hallucinations, a phenomenon where a language model (LM) generates nonfactual content, pose a significant challenge to the practical deployment of LMs. While many empirical methods have been proposed…