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Accelerating Knowledge Graph and Ontology Engineering with Large Language Models

Authors :
Shimizu, Cogan
Hitzler, Pascal
Publication Year :
2024

Abstract

Large Language Models bear the promise of significant acceleration of key Knowledge Graph and Ontology Engineering tasks, including ontology modeling, extension, modification, population, alignment, as well as entity disambiguation. We lay out LLM-based Knowledge Graph and Ontology Engineering as a new and coming area of research, and argue that modular approaches to ontologies will be of central importance.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2411.09601
Document Type :
Working Paper