@article{lmarlanguagemodelaugmentedretrieverfordo, title = {LMAR: Language Model Augmented Retriever for Domain-specific Knowledge Indexing}, author = {Yao Zhao and Yantian Ding and Zhiyue Zhang and Dapeng Yao and Yanxun Xu}, year = {2025}, eprint = {2508.05672}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.05672}, }