@inproceedings{antony-etal-2025-lightweight, title = "Lightweight {LLM} Adaptation for Medical Summarisation: Roux-lette at {P}er{A}ns{S}umm Shared Task", author = "Antony, Anson and Vickers, Peter and Wendelken, Suzanne", editor = "Ananiadou, Sophia and Demner-Fushman, Dina and Gupta, Deepak and Thompson, Paul", booktitle = "Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health)", month = may, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.cl4health-1.35/", pages = "389--397", ISBN = "979-8-89176-238-1" }