Zhenghao Liu, Chenyan Xiong, Yuanhuiyi Lv, Zhiyuan Liu, Ge Yu
Multi-Modal Retrieval;Dense Retrieval;Universal Embedding Space;Modality-Balanced Hard Negative Training;Image Verbalization
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval