Lost in Diffusion: Uncovering Hallucination Patterns and Failure Modes in Diffusion Large Language Models
arXiv:2604.10556v1 Announce Type: new
Abstract: While Diffusion Large Language Models (dLLMs) have emerged as a promising non-autoregressive paradigm comparable to autoregressive (AR) models, their faithfulness, specifically regarding hallucination, r…