作者位次 #4/10SIGIR 2026Oral· Information Retrieval (Full)
Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation
Chunyi Peng · Zhipeng Xu · Zhenghao Liu · Yishan Li · Yukun Yan · Shuo Wang · Yu Gu · Minghe Yu · Ge Yu · Maosong Sun
摘要
Multimodal Retrieval-Augmented Generation (MRAG) has shown promise in mitigating hallucinations in Multimodal Large Language Models (MLLMs) by incorporating external knowledge. However, existing methods typically adhere to rigid retrieval paradigms by mimicking fixed retrieval trajectories and th...