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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 110 of 26 papers

TitleStatusHype
Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity RepresentationCode3
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive SurveyCode3
VLKEB: A Large Vision-Language Model Knowledge Editing BenchmarkCode2
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph CompletionCode1
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation LearningCode1
Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity AlignmentCode1
LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge GraphsCode1
Multi-modal Siamese Network for Entity AlignmentCode1
Noise-powered Multi-modal Knowledge Graph Representation FrameworkCode1
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
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