@inproceedings{hu-etal-2026-lada, title = "{LADA}: Enabling Adaptation of Black-Box {LLM}s to Dynamic Domain Changes at Test Time", author = "Hu, Yihao and Qiao, Congyu and Yang, Junming and Song, Mofei and Geng, Xin and Xu, Ning", 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.1190/", pages = "27274--27291", ISBN = "979-8-89176-459-0" }