Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement
Kollapally N, Geller J, Keloth V, He Z, Xu J. Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement. Journal Of Biomedical Informatics 2025, 168: 104865. PMID: 40543734, DOI: 10.1016/j.jbi.2025.104865.Peer-Reviewed Original ResearchSemantic triplesSeed ontologyHuman expertsLogical axiomsPubMed abstractsSimilarity search techniquesState-of-the-artReal-world conceptsNetwork-based filterLanguage modelSemantic correctnessText corpusNetwork-based searchSource of textDomain viewSearch techniqueNetwork-based similaritySemMedDBOntology toolsOntologyIdentified conceptsSource of conceptsPipelineDomains of social determinants of healthAxioms
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