@inproceedings{jamil-etal-2026-iitpatna, title = "{IITP}atna{\_}{ADE} at {\#}{SMM}4{H}-{H}ea{RD} 2026: Multilingual Adverse Drug Event Detection with {L}o{RA}-{XLM}-{R}o{BERT}a, Cross-Fold Ensembles, and Post-hoc Calibration", author = "Jamil, Sofia and Singh, Manish and Dharpure, Harshal and Saha, Sriparna and Misra, Rajiv", 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-1.29/", pages = "177--181", ISBN = "979-8-89176-432-3" }