@inproceedings{yu-etal-2026-shopping, title = "Shopping Companion: Benchmarking and Training {LLM} Agents for Long-Horizon Preference-Grounded {E}-Commerce Tasks", author = "Yu, Zijian and Xiao, Kejun and Zhao, Huaipeng and Luo, Tao and Zeng, Xiaoyi", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1669/", pages = "35582--35609", ISBN = "979-8-89176-462-0" }