@article{diffusionlanguagemodelsareprovablyoptima, title = {Diffusion Language Models are Provably Optimal Parallel Samplers}, author = {Haozhe Jiang and Nika Haghtalab and Lijie Chen}, year = {2025}, eprint = {2512.25014}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.25014}, }