An Evaluation of Pretrained BERT Models for Comparing Semantic Similarity Across Unstructured Clinical Trial Texts

Jessica Patricoski, Kory Kreimeyer, Archana Balan, Kent Hardart, Jessica Tao, Valsamo Anagnostou, Taxiarchis Botsis. An Evaluation of Pretrained BERT Models for Comparing Semantic Similarity Across Unstructured Clinical Trial Texts. In Mantas John, Arie Hasman, Mowafa Said Househ, Parisis Gallos, Zoulias Emmanouil, Joseph Liaskos, editors, Informatics and Technology in Clinical Care and Public Health, ICIMTH 2021, 19th International Conference on Informatics, Management and Technology in Healthcare, Athens, Greece, 16-17 October 2021. Volume 289 of Studies in Health Technology and Informatics, pages 18-21, IOS Press, 2021. [doi]

Abstract

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