@article{discretediffusionlanguagemodelingby, title = {Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution}, author = {Aaron Lou and Chenlin Meng and Stefano Ermon}, year = {2023}, eprint = {2310.16834}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2310.16834v3}, }