An iterative RAG-LLM pipeline converts relational schemas into OWL ontology fragments, achieving LLM-judged quality scores of 4.2 to 4.6 out of 5 on two medical databases.
In: Proceedings of the 3rd NLP4KGC International Workshop on Natural Language Processing for Knowledge Graph Creation, colo- cated with Semantics
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Retrieval-Augmented Generation of Ontologies from Relational Databases
An iterative RAG-LLM pipeline converts relational schemas into OWL ontology fragments, achieving LLM-judged quality scores of 4.2 to 4.6 out of 5 on two medical databases.