@inproceedings{aghakasiri-etal-2025-doctor, title = "Not What the Doctor Ordered: Surveying {LLM}-based De-identification and Quantifying Clinical Information Loss", author = "Aghakasiri, Kiana and Zambare, Noopur and Thai, JoAnn and Ye, Carrie and Mehta, Mayur and Mitchell, J Ross and Abdalla, Mohamed", 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.1637/", pages = "32175--32191", ISBN = "979-8-89176-332-6" }