Towards Ontology Construction with Language Models

Funk, Maurice, Hosemann, Simon, Jung, Jean Christoph, Lutz, Carsten

arXiv.org Artificial Intelligence 

We present a method for automatically constructing a concept hierarchy for a given domain by querying a large language model. We apply this method to various domains using OpenAI's GPT 3.5. Our experiments indicate that LLMs can be of considerable help for constructing concept hierarchies.

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