@inproceedings{lin-yu-2025-laysummx, title = "{L}ay{S}umm{X} at {B}io{L}ay{S}umm: Retrieval-Augmented Fine-Tuning for Biomedical Lay Summarization Using Abstracts and Retrieved Full-Text Context", author = "Lin, Fan and Yu, Dezhi", editor = "Soni, Sarvesh and Demner-Fushman, Dina", booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing (Shared Tasks)", month = aug, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.bionlp-share.26/", doi = "10.18653/v1/2025.bionlp-share.26", pages = "202--214", ISBN = "979-8-89176-276-3" }