@inproceedings{zhang-etal-2025-linear, title = "Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation", author = "Zhang, Ziniu and Zhang, Zhenshuo and Li, Dongyue and Wang, Lu and Dy, Jennifer and Zhang, Hongyang R.", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.832/", pages = "16470--16488", ISBN = "979-8-89176-332-6" }