@inproceedings{fan-etal-2026-reinforcement, title = "Reinforcement Learning for Diffusion {LLM}s via Energy-Based {G}ibbs Alignment", author = "Fan, Yijia and Yang, Jing and Liu, Mingyu and Cai, Kaitong and Wang, Jian and Wang, Keze and Zhang, Jusheng", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2131/", pages = "45938--45948", ISBN = "979-8-89176-390-6" }