MetaMap versus BERT Models with Explainable Active Learning: Ontology-Based Experiments with Prior Knowledge for COVID-19

Mercedes Argüello Casteleiro, Chloe Henson, Nava Maroto, Saihong Li, Julio Des-Diz, Maria Jesus Fernandez Prieto, Simon Peters, Timothy Furmston, Carlos Sevillano Torrado, Diego Maseda-Fernandez, Manoj Kulshrestha, John A. Keane, Robert Stevens 0001, Chris Wroe. MetaMap versus BERT Models with Explainable Active Learning: Ontology-Based Experiments with Prior Knowledge for COVID-19. In Katy Wolstencroft, Andrea Splendiani, M. Scott Marshall, Chris Baker, Andra Waagmeester, Marco Roos, Rutger A. Vos, Rianne Fijten, Leyla Jael Castro, editors, 13th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, SWAT4HCLS 2022, Virtual Event, Leiden, The Netherlands, January 10th to 14th, 2022. Volume 3127 of CEUR Workshop Proceedings, pages 108-117, CEUR-WS.org, 2022. [doi]

Abstract

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