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Automated Taxonomy Construction techniques typically made use of clustering algorithms such as K-means and Hierarchical Clustering. With the rising popularity of Large Language Models (LLMs) however, the use of prompting as a zero-shot approach is emerging as a new field of research.

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Pontejos, F. (2024). TaxonomAI: Leveraging Large Language Models for Automated Taxonomy Construction [poster]. 1. Poster session presented at Data Research Meetup by MagIC, Lisbon, Portugal. --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project - UIDB/04152/2020 (DOI: 10.54499/UIDB/04152/2020) - Centro de Investigação em Gestão de Informação (MagIC)/NOVA IMS).

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