@article{uncertaintyquantificationforlargelanguag,
  title = {Uncertainty Quantification for Large Language Diffusion Models},
  author = {Artem Vazhentsev and Vladislav Smirnov and David Li and Maxim Panov and Timothy Baldwin and Artem Shelmanov},
  year = {2026},
  eprint = {2605.14570},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.14570},
}