@article{efficientandstablereinforcementlearningf, title = {Efficient and Stable Reinforcement Learning for Diffusion Language Models}, author = {Jiawei Liu and Xiting Wang and Yuanyuan Zhong and Defu Lian and Yu Yang}, year = {2026}, eprint = {2602.08905}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.08905}, }