Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction. - Lei Hei; Tingjing Liao; Yingxin Pei; Yiyang Qi; Jiaqi Wang 011; Ruiting Li; Feiliang Ren (CoRR, 2025)