@article{diffusionlanguagemodelsknowtheanswerbefo,
  title = {Diffusion Language Models Know the Answer Before Decoding},
  author = {Pengxiang Li and Yefan Zhou and Dilxat Muhtar and Lu Yin and Shilin Yan and Li Shen and Soroush Vosoughi and Shiwei Liu},
  year = {2025},
  eprint = {2508.19982},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.19982},
}