@inproceedings{lu-etal-2026-llms, title = "{LLM}s for Now, Fine-Tuning for Later: An Ensemble Approach to Data Drift in Domain-Specific Tasks", author = "Lu, Yuxuan and Yao, Bingsheng and Zhang, Shao and Sang, Yisi and Wang, Yun and Gu, Hansu and Zhang, Peng and Lu, Tun and Li, Toby Jia-Jun and Wang, Dakuo", editor = "T.Y.S.S., Santosh and Rodriguez, Juan Diego and de Gibert, Ona", 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, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-srw.77/", pages = "861--876", ISBN = "979-8-89176-393-7" }