@inproceedings{gupta-etal-2025-llms-bayesian, title = "{LLM}s for {B}ayesian Optimization in Scientific Domains: Are We There Yet?", author = "Gupta, Rushil and Hartford, Jason and Liu, Bang", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/lei-li-partial-disambiguation/2025.findings-emnlp.838/", pages = "15482--15510", ISBN = "979-8-89176-335-7" }