@article{efficientperplexityboundandratiomatching, title = {Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models}, author = {Etrit Haxholli and Yeti Z. Gurbuz and Ogul Can and Eli Waxman}, year = {2025}, eprint = {2507.04341}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.04341}, }