Towards Ontology Construction with Language Models

Abstract

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.

arXiv commentKBC-LM'23: Knowledge Base Construction from Pre-trained Language Models workshop at ISWC 2023

Cited by in corpus (2)

• Large language models as oracles for instantiating ontologies with domain-specific knowledge
• On Verifiable Legal Reasoning: A Multi-Agent Framework with Formalized Knowledge Representations