Efficient Knowledge Graph Validation via Cross-Graph Representation Learning
Yaqing Wang, Fenglong Ma, Jing Gao
Abstract
Recent advances in information extraction have motivated the automatic construction of huge Knowledge Graphs (KGs) by mining from large-scale text corpus. However, noisy facts are unavoidably introduced into KGs that could be caused by automatic extraction.
Topics & Concepts
Computer scienceKnowledge graphGraphInformation extractionRepresentation (politics)Artificial intelligenceInformation retrievalNatural language processingTheoretical computer sciencePoliticsLawPolitical scienceAdvanced Graph Neural NetworksTopic ModelingSemantic Web and Ontologies