@inproceedings{jonker-matos-2026-bit, title = "{BIT}.{UA} at {\#}{SMM}4{H}{--}{H}ea{RD} 2026: Towards Multi-Class Multilingual Clinical Entity Recognition with Multi-Head {CRF} Ensembles", author = "Jonker, Richard A. A. and Matos, S{\'e}rgio", editor = "Lopez-Garcia, Guillermo and Gonzalez-Hernandez, Graciela", booktitle = "Proceedings of the 11th Social Media Mining for Health Research and Applications ({SMM}4{H}-{H}ea{RD} 2026) Workshop and Shared Tasks", month = jul, year = "2026", address = "San Diego, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.smm4h-1.8/", pages = "41--48", ISBN = "979-8-89176-432-3" }