GME: Improving Universal Multimodal Retrieval by Multimodal LLMs

Universal Multimodal Retrieval (UMR) aims to enable search across various modalities using a unified model, where queries and candidates can consist of pure text, images, or a combination of both. Previous work has attempted to adopt multimodal large language models (MLLMs) to realize UMR using only...

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Hauptverfasser:	Zhang, Xin, Zhang, Yanzhao, Xie, Wen, Li, Mingxin, Dai, Ziqi, Long, Dingkun, Xie, Pengjun, Zhang, Meishan, Li, Wenjie, Zhang, Min
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computation and Language Computer Science - Information Retrieval
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