Accelerating Knowledge Graph and Ontology Engineering with Large Language Models

November 14, 2024 Β· Declared Dead Β· πŸ› Journal of Web Semantics

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Authors Cogan Shimizu, Pascal Hitzler arXiv ID 2411.09601 Category cs.AI: Artificial Intelligence Citations 26 Venue Journal of Web Semantics Last Checked 4 months ago
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.
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