This repository contains code used for the experiments from papers:
[1] Tutubalina E. et al. Medical concept normalization in social media posts with recurrent neural networks //Journal of biomedical informatics. – 2018. – Т. 84. – С. 93-102.
https://doi.org/10.1016/j.jbi.2018.06.006
[2] Miftahutdinov Zulfat, Tutubalina Elena. Deep Neural Models for Medical Concept Normalization in User-Generated Texts // Proceedings of ACL 2019, Student Research Workshop. — Florence, Italy: Association for ComputationalLinguistics, 2019.
https://arxiv.org/abs/1907.07972
[3] Miftahutdinov Zulfat, Alimova Ilseyar. KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue // Proceedings of ACL 2019, Social Media Mining for Health Research and Applications (#SMM4H).-Florence, Italy: Association for ComputationalLinguistics, 2019.
Please look at: https://zenodo.org/record/3236318