2026
Breaking the Factorization Barrier in Diffusion Language Models
ICML 2026poster
Diffusion language models theoretically allow for efficient parallel generation but are practically hindered by the "factorization barrier": the assumption that simultaneously predicted tokens are independent. This limitation forces a trade-off: models must either sacrifice speed by resolving depend…