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From human experts to machines: An LLM supported approach to ontology and knowledge graph construction ⋆
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This method introduces a comprehensive semi-automated pipeline that leverages open-source LLMs to automate various stages of Knowledge Graph construction, from competency question generation and ontology creation to KG population and evaluation using a judge LLM. The core goal is to reduce human effort and expertise required in building KGs, thus making LLMs agents that directly improve the KG construction task.
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