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Towards Ontology Construction with Language Models

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arxiv 2309.09898 v1 pith:WZUNDKXC submitted 2023-09-18 cs.AI

classification cs.AI
keywords conceptconstructinglanguagemethodapplyautomaticallyconsiderableconstruction
verification ladder T0 review T1 audit T2 compute T3 formal
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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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