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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
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
Multi-modal Knowledge Graph Generation with Semantics-enriched Prompts0
A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding0
VHAKG: A Multi-modal Knowledge Graph Based on Synchronized Multi-view Videos of Daily ActivitiesCode0
MMPKUBase: A Comprehensive and High-quality Chinese Multi-modal Knowledge Graph0
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation LearningCode1
Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity RepresentationCode3
VLKEB: A Large Vision-Language Model Knowledge Editing BenchmarkCode2
Noise-powered Multi-modal Knowledge Graph Representation FrameworkCode1
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph CompletionCode1
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