@article{bifocaldiffusionlanguagemodelsasymmetric, title = {Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation}, author = {Yuhang Chen and Xianfeng Wu and Jinhao Duan and Mingfu Liang and Xiaohan Wei and Yunchen Pu and Fei Tian and Chonglin Sun and Parish Aggarwal and Frank Shyu and Luke Simon and Sandeep Pandey and Xi Liu and Tianlong Chen}, year = {2026}, eprint = {2606.27732}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.27732}, }