Actively Learning Ontologies from LLMs: First Results

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In active learning a learner attempts to acquire some kind of knowledge by posing questions to a teacher. Here we consider that the teacher is a language model and study the case in which the knowledge is expressed as an ontology. To evaluate the approach, we present first results testing logical consistency and the performance of GPT and other language models when answering whether concept inclusions from existing ℰℒ ontologies are ‘true’ or ‘false’.

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