@inproceedings{ren-etal-2026-adora, title = "{ADORA}: Training Reasoning Models with Dynamic Advantage Estimation on Reinforcement Learning", author = "Ren, Qingnan and Huang, Shiting and Fang, Zhen and Chen, Zehui and Chen, Lin and Li, Lijun and Zhao, Feng", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1258/", pages = "28660--28677", ISBN = "979-8-89176-459-0" }