@inproceedings{aal-abdulsalam-etal-2026-multi, title = "A Multi-Agent Open-Source {LLM} for Structured Cancer Registry Information Extraction from Pathology and Medical Reports", author = "Aal Abdulsalam, Abdulrahman and Al Zaabi, Adhari and Jeeballah, Riham and El Keraby, Habiba", 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-1.43/", pages = "531--551", ISBN = "979-8-89176-434-7" }