Towards Ontology Construction with Language Models

Maurice Funk, Simon Hosemann, Jean Christoph Jung, Carsten Lutz · arXiv (Cornell University) · 2023

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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