@article{swordsmanentropydrivenadaptiveblockparti, title = {Swordsman: Entropy-Driven Adaptive Block Partition for Efficient Diffusion Language Models}, author = {Yu Zhang and Xinchen Li and Jialei Zhou and Hongnan Ma and Zhongwei Wan and Yiwei Shi and Duoqian Miao and Qi Zhang and Longbing Cao}, year = {2026}, eprint = {2602.04399}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.04399}, }