@inproceedings{gu-etal-2025-toward, title = "Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience", author = "Gu, Jiawei and Xian, Ziting and Xie, Yuanzhen and Liu, Ye and Liu, Enjie and Zhong, Ruichao and Gao, Mochi and Tan, Yunzhi and Hu, Bo and Li, Zang", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/acl25-workshop-ingestion/2025.findings-acl.1224/", pages = "23891--23910", ISBN = "979-8-89176-256-5" }