04:00
2026-08-18
arxiv.org
large-language-models
DeMTS: Denoising Trajectories as Multivariate Time Series for Hallucination Detection in Diffusion Language Models
Researchers propose DeMTS, a framework that treats denoising trajectories as multivariate time series to detect hallucinations in diffusion large language models (D-LLMs), outperforming existing metho…