@article{dosdependencyorientedsamplerformaskeddif,
  title = {DOS: Dependency-Oriented Sampler for Masked Diffusion Language Models},
  author = {Xueyu Zhou and Yangrong Hu and Jian Huang},
  year = {2026},
  eprint = {2603.15340},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.15340},
}