@inproceedings{kim-etal-2026-bayesian, title = "{B}ayesian Active Learning with {G}aussian Processes Guided by {LLM} Relevance Scoring for Dense Passage Retrieval", author = "Kim, Junyoung and Korikov, Anton and Liang, Jiazhou and Cui, Justin and Liu, Yifan Simon and Wen, Qianfeng and Zhao, Mark and Sanner, Scott", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.481/", pages = "9884--9898", ISBN = "979-8-89176-395-1" }