@inproceedings{chen-etal-2026-hipo, title = "{HIPO}: Instruction Hierarchy via Constrained Reinforcement Learning", author = "Chen, Keru and Luo, Jun and Lin, Sen and Liang, Yingbin and Velasquez, Alvaro and Bastian, Nathaniel D. and Zou, Shaofeng", 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.138/", pages = "3168--3191", ISBN = "979-8-89176-459-0" }