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Multi-modal Knowledge Graph

Link to A Survey for Multi-modal Knowledge Graphs. Papers integrating Knowledge Graphs (KGs) and Multi-Modal Learning, focusing on research in two principal aspects: KG-driven Multi-Modal (KG4MM) learning, where KGs support multi-modal tasks, and Multi-Modal Knowledge Graph (MM4KG), which extends KG studies into the MMKG realm.

Papers

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Showing 11–20 of 26 papers

TitleStatusHype
Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity AlignmentCode0
VHAKG: A Multi-modal Knowledge Graph Based on Synchronized Multi-view Videos of Daily ActivitiesCode0
MACO: A Modality Adversarial and Contrastive Framework for Modality-missing Multi-modal Knowledge Graph CompletionCode0
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware EntitiesCode0
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
Vision, Deduction and Alignment: An Empirical Study on Multi-modal Knowledge Graph Alignment—0
AliMe MKG: A Multi-modal Knowledge Graph for Live-streaming E-commerce—0
A Relational-learning Perspective to Multi-label Chest X-ray Classification—0
A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding—0
Boosting Entity-aware Image Captioning with Multi-modal Knowledge Graph—0
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