2026/amd-ontology-data-and-evaluation-results-for-agentic-ontology-engineering-using-llms-and-dl-learner-2026

AMD Ontology — Data and Evaluation Results for Agentic Ontology Engineering using LLMs and DL-Learner

Clinical trial abstracts used for ontology construction, UMLS alignment evaluation results, DL-Learner class expression learning experiments (17 learning problems, CELOE/OCEL algorithms), competency question evaluation (143 AMD patient questions), and OWL 2 DL ontology for Age-Related Macular Degeneration.Associated repository: https://github.com/CalinaBorzan/AMD-ontology

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