Towards Ontology Construction with Language Models

Autor: Funk, Maurice, Hosemann, Simon, Jung, Jean Christoph, Lutz, Carsten
Rok vydání: 2023
Předmět:
Druh dokumentu: Working Paper
Popis: 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.
Comment: KBC-LM'23: Knowledge Base Construction from Pre-trained Language Models workshop at ISWC 2023
Databáze: arXiv