Health-Related Content in Transformer-Based Language Models: Exploring Bias in Domain General vs. Domain Specific Training Sets.

Journal: Studies in health technology and informatics
Published Date:

Abstract

In this communication, we demonstrate that the bias observed in domain general training sets with health-related content is not improved in domain specific health-communication corpora, contra.

Authors

  • Giuseppe Samo
    University of Geneva, Switzerland.
  • Caterina Bonan
    University of Cambridge, UK.