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This paper introduces Hybrid Ontology Matching (HOM), unifying equivalence and subsumption discovery, and proposes AgentMap, an LLM-based multi-agent framework for joint ontology matching. Experiments show promising results on hybrid, equivalence-only, and subsumption-only settings.
This paper introduces NeurOWL, a neuro-symbolic framework using LLMs and ontology embeddings to perform subsumption verification and abduction on incomplete OWL ontologies, enabling reasoning when axioms are missing.