@inproceedings{lin-etal-2026-taxoagent, title = "{T}axo{A}gent: Utility-Aligned Policy Optimization for Hierarchical Semantic Classification", author = "Lin, Zhiming and Zhong, Yihao and Hou, Liwei and Hu, Saisai and He, ShaoYan and Rongru, Chen and Yang, Xuan and Liu, Siyue", 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.1006/", pages = "23149--23171", ISBN = "979-8-89176-459-0" }