LightRetriever: A LLM-based Hybrid Retrieval Architecture with 1000x Faster Query Inference. - Guangyuan Ma; Yongliang Ma; Xuanrui Gou; Zhenpeng Su; Ming Zhou 001; Songlin Hu 001 (CoRR, 2025)