@article{diffusionlanguagemodelsarenativelylength, title = {Diffusion Language Models Are Natively Length-Aware}, author = {Vittorio Rossi and Giacomo Cirò and Davide Beltrame and Luca Gandolfi and Paul Röttger and Dirk Hovy}, year = {2026}, eprint = {2603.06123}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.06123}, }