@inproceedings{zambare-etal-2026-towards, title = "Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches", author = "Zambare, Noopur and Aghakasiri, Kiana and Lin, Carissa and Ye, Carrie and Mitchell, J Ross and Abdalla, Mohamed", editor = "Demberg, Vera and Inui, Kentaro and Marquez, Llu{\'i}s", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EACL} 2026", month = mar, year = "2026", address = "Rabat, Morocco", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-eacl/2026.findings-eacl.222/", pages = "4242--4257", ISBN = "979-8-89176-386-9" }