@article{bie2026llada2, title={LLaDA2. 1: Speeding Up Text Diffusion via Token Editing}, author={Bie, Tiwei and Cao, Maosong and Cao, Xiang and Chen, Bingsen and Chen, Fuyuan and Chen, Kun and Du, Lun and Feng, Daozhuo and Feng, Haibo and Gong, Mingliang and others}, journal={arXiv preprint arXiv:2602.08676}, year={2026} }