Hybrid LLM and Embedding Ontology Matching with Reference Ontologies
Ontology alignment is critical for semantic interoperability, yet it remains difficult due to semantic ambiguity, poor axiomization, and scalability constraints. While newer Large Language Model (LLM)-based techniques increase semantic comprehension, they frequently rely on repeated model invocations, use stochastic al...