@article{lightretrieverallmbasedhybridretrieval, title = {LightRetriever: A LLM-based Hybrid Retrieval Architecture with 1000x Faster Query Inference}, author = {Guangyuan Ma and Yongliang Ma and Xuanrui Gou and Zhenpeng Su and Ming Zhou and Songlin Hu}, year = {2025}, eprint = {2505.12260}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.12260v1}, }