@inproceedings{naskar-conway-2026-novicetrio, title = "{N}ovice{T}rio in {\#}{SMM}4{H}-{H}ea{RD} 2026: Hybrid Clinical Transformer Ensembles for Insomnia Detection and Evidence Extraction from Clinical Notes", author = "Naskar, Abir and Conway, Mike", 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-1.51/", pages = "338--344", ISBN = "979-8-89176-432-3" }