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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

Showing 2126 of 26 papers

TitleStatusHype
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
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware EntitiesCode0
Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity AlignmentCode0
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
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