Inductive Entity Representations from Text via Link Prediction
Daniel Daza, Michael Cochez, Paul Groth
Abstract
Knowledge Graphs (KG) are of vital importance for multiple applications on the web, including information retrieval, recommender systems, and metadata annotation.
Topics & Concepts
Computer scienceMetadataInformation retrievalArtificial intelligenceLink (geometry)Natural language processingRecommender systemEntity linkingKnowledge graphData miningLinked dataKnowledge acquisitionWorld Wide WebInformation systemKnowledge representation and reasoningThe InternetTask (project management)Feature (linguistics)Link analysisKnowledge baseKnowledge-based systemsRepresentation (politics)Key (lock)Semantics (computer science)Complete informationSemantic WebAdvanced Graph Neural NetworksTopic ModelingComplex Network Analysis Techniques