@inproceedings{xu-etal-2025-simrag, title = "{S}im{RAG}: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains", author = "Xu, Ran and Liu, Hui and Nag, Sreyashi and Dai, Zhenwei and Xie, Yaochen and Tang, Xianfeng and Luo, Chen and Li, Yang and Ho, Joyce C. and Yang, Carl and He, Qi", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.naacl-long.575/", pages = "11534--11550", ISBN = "979-8-89176-189-6" }