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Synergistic cloud-edge intelligence for real-time multimodal entity linking and knowledge retrieval

Abstract The synergy between powerful, cloud-hosted large models and efficient, on-device small models presents a new frontier for mobile artificial intelligence. However, enabling real-time, knowledge-intensive interactions, such as querying physical objects in the user’s environment, is severely h...

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Autori principali: Ming Chen, Tianyi Zhang, Ping Qi, Zhihe Chen, Xiaoya Pi
Natura: Artigo
Lingua:Inglês
Pubblicazione: SpringerOpen 2025-12-01
Serie:Journal of Cloud Computing: Advances, Systems and Applications
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Accesso online:https://doi.org/10.1186/s13677-025-00801-5
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