Large Language Models bear the promise of significant acceleration of key Knowledge Graph and Ontology Engineering tasks, including ontology modeling, extension, modification, population, alignment, as well as entity disambiguation. We lay out LLM-based Knowledge Graph and Ontology Engineering as a new and coming area of research, and argue that modular approaches to ontologies will be of central importance.

翻译：大语言模型展现出显著加速知识图谱与本体工程关键任务的潜力，包括本体建模、扩展、修改、填充、对齐以及实体消歧。我们提出将基于大语言模型的知识图谱与本体工程确立为一个新兴研究领域，并论证模块化的本体构建方法将具有核心重要性。