@misc{lit_2610_03665,
  title = { {Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language Models} },
  author = {Seo Hyun Kim and Sunwoo Hong and Younwoo Choi and Chen-Hao Chao and Se-Young Yun and Rahul G. Krishnan},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2610.03665},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.03665}
}