@inproceedings{tong-etal-2026-train, title = "How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only {O}ne{M}odel", author = "Tong, Yongqi and Feng, Xiaoyun and Xue, Lyuxin and Li, Jianshe and Zhang, Xin and Yang, Jiang-Ming", editor = "Li, Yunyao and Rehm, Georg and Tu, Mei", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.91/", pages = "1303--1316", ISBN = "979-8-89176-394-4" }