@article{saberanefficientsamplingwithadaptiveacce, title = {Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model}, author = {Yihong Dong and Zhaoyu Ma and Xue Jiang and Zhiyuan Fan and Jiaru Qian and Yongmin Li and Jianha Xiao and Zhi Jin and Rongyu Cao and Binhua Li and Fei Huang and Yongbin Li and Ge Li}, year = {2025}, eprint = {2510.18165}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.18165}, }