@article{simragselfimprovingretrievalaugmented, title = {SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains}, author = {ran Xu and Hui Liu and Sreyashi Nag and Zhenwei Dai and Yaochen Xie and Xianfeng Tang and Chen Luo and Yang Li and Joyce C. Ho and Carl Yang and Qi He}, year = {2024}, eprint = {2410.17952}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.17952v2}, }