five

Transfer Learning Models for Health-Related Twitter Data

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Mendeley Data2019-07-15 更新2026-04-09 收录
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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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2019-07-15
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