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This paper describes our approach for leveraging LLMs to generate definitions and descriptions for ontology terms. Our approach is grounded in the need for detailed and accurate representation of (domain-specific) Knowledge Graphs, and it aims at speeding up the process of generating such text. We outline our approach, including the problems that we encountered, and the solution we propose to overcome them. Our approach is currently in use in an industrial setting.

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LLM-Based Guided Generation of Ontology Term Definitions

  • 会议论文

  • 发表日期：

    2025年

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  • Stefan Bischof,
  • Erwin Filtz,
  • Josiane Xavier Parreira,
  • Simon Steyskal

摘要

This paper describes our approach for leveraging LLMs to generate definitions and descriptions for ontology terms. Our approach is grounded in the need for detailed and accurate representation of (domain-specific) Knowledge Graphs, and it aims at speeding up the process of generating such text. We outline our approach, including the problems that we encountered, and the solution we propose to overcome them. Our approach is currently in use in an industrial setting.