@article{contextawareinitializationforreducinggen, title = {Context-Aware Initialization for Reducing Generative Path Length in Diffusion Language Models}, author = {Tongyuan Miao and Gary Huang and Kai Jun Han and Annie Jiang}, year = {2025}, eprint = {2512.19004}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.19004}, }