Transfer Learning Models for Health-Related Twitter Data

Published: 15-07-2019| Version 2 | DOI: 10.17632/rxfzx6nbvw.2
Contributor:
Anne Dirkson

Description

These models were created for the Shared Tasks of the Social Media for Health Research and Applications Workshop at ACL 2019. For more detail on the tasks see: https://healthlanguageprocessing.org/smm4h/challenge/ They were all based on first fine-tuning pre-trained language models using transfer learning methods and then training these models to perform the task at hand. For more details on the methodology please see our paper: Dirkson, A.R. & Verberne, S. Transfer Learning for Health-Related Twitter Data. Proceedings of the ACL 2019 SMM4H workshop. Pre-print available at: http://liacs.leidenuniv.nl/~dirksonar/wp-content/uploads/2019/07/SharedTasksSMM4H2019_TMRLeiden_Preprint.pdf

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