Pontejos, Farina2024-11-202024-11-202024-09-27PURE: 103520287PURE UUID: 55eb590f-5e33-46c9-9906-7ac687276039http://hdl.handle.net/10362/175558Pontejos, 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).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.11813863engconference poster