@inproceedings{xu-etal-2026-post, title = "Post Hoc Agentic Refinement for Improving Precision in Multilingual Clinical Text De-identification", author = "Xu, Justin and Johnson, Alistair and Lin, Thomas and Eyre, David and Quispe, Rodolfo", editor = "Demner-Fushman, Dina and Ananiadou, Sophia and Roberts, Kirk and Tsujii, Junichi", booktitle = "{B}io{NLP} 2026", month = jul, year = "2026", address = "San Diego, California", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-1.11/", pages = "115--127", ISBN = "979-8-89176-434-7" }