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OWL ontologies

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NeurOWL: An LLM-Based Neural-symbolic Framework for Incomplete OWL Ontology Reasoning

NeurOWL is a new neuro-symbolic framework that combines large language models and ontology embeddings to perform subsumption verification and abduction on incomplete OWL ontologies, enabling reasoning with missing axioms.

Spin 45% Claim Present in Source AI Risk Moderate

arXiv Artificial Intelligence

Jul 20, 2026

Related Claims

01 NeurOWL jointly performs verification and abduction on incomplete ontologies, generalizing ontology abduction by removing the need for a predefined candidate set of missing axioms.

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