@article{datasetlevelmetricsattenuatenondetermini, title = {Dataset-Level Metrics Attenuate Non-Determinism: A Fine-Grained Non-Determinism Evaluation in Diffusion Language Models}, author = {Zhengyu Fang and Zhimeng Jiang and Huiyuan Chen and Xiaoge Zhang and Tianyi Li and Kaiyu Tang and Xiao Li and Jing Li}, year = {2026}, eprint = {2604.13413}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.13413}, }