@inproceedings{afren-etal-2026-creative, title = "Creative Catalysts at {\#}{SMM}4{H}-{H}ea{RD} 2026: {XLM}-{R}o{BERT}a for Task 1 Binary Classification of Social Media Posts Containing Adverse Drug Events", author = "Afren, Radja and Rahab, Hichem and Guellil, Imane", 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-1.40/", pages = "246--251", ISBN = "979-8-89176-432-3" }