Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes
Published in 19th SIGBioMed Workshop on Biomedical Language Processing (BioNLP 2020) @ ACL 2020, 2020
Recommended citation: Hur, Brian, Timothy Baldwin, Karin Verspoor, Laura Hardefeldt and James Gilkerson (2020) Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes, In Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing (BioNLP 2020), pp. 156—166. https://www.aclweb.org/anthology/2020.bionlp-1.17/
In this paper we use instance selection and developed VetBERT to minimize the amount of labels required to train a model to classify the reason for an antimicrobial administration.