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

Giuseppe Samo, Caterina Bonan. Health-Related Content in Transformer-Based Language Models: Exploring Bias in Domain General vs. Domain Specific Training Sets. In Maria Hägglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindsköld, Parisis Gallos, editors, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22 - 25 May 2023. Volume 302 of Studies in Health Technology and Informatics, pages 743-744, IOS Press, 2023. [doi]

@inproceedings{SamoB23,
  title = {Health-Related Content in Transformer-Based Language Models: Exploring Bias in Domain General vs. Domain Specific Training Sets},
  author = {Giuseppe Samo and Caterina Bonan},
  year = {2023},
  doi = {10.3233/SHTI230252},
  url = {https://doi.org/10.3233/SHTI230252},
  researchr = {https://researchr.org/publication/SamoB23},
  cites = {0},
  citedby = {0},
  pages = {743-744},
  booktitle = {Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22 - 25 May 2023},
  editor = {Maria Hägglund and Madeleine Blusi and Stefano Bonacina and Lina Nilsson and Inge Cort Madsen and Sylvia Pelayo and Anne Moen and Arriel Benis and Lars Lindsköld and Parisis Gallos},
  volume = {302},
  series = {Studies in Health Technology and Informatics},
  publisher = {IOS Press},
  isbn = {978-1-64368-389-8},
}