@inproceedings{lu-etal-2026-lore, title = "{L}o{RE}: Enhancing Search Relevance with Progressive Chain-of-Thought and Preference Alignment", author = "Lu, Chenji and Chen, Zhuo and Zhao, Hui and Zeng, Zhiyuan and Zhao, Gang and Ren, Junjie and Lihaoran and Liu, Songyan and Wang, Pengjie and Yu, Chuan and Xu, Jian and Zheng, Bo", 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.1536/", pages = "30754--30768", ISBN = "979-8-89176-395-1" }