KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects NAACL SMM4H

Andrey Sakhovskiy | Zulfat Miftahutdinov | Elena Tutubalina |

Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021 NAACL SMM4H

Arjun Magge | Ari Klein | Antonio Miranda-Escalada | Mohammed Ali Al-Garadi | Ilseyar Alimova | Zulfat Miftahutdinov | Eulalia Farre | Salvador Lima López | Ivan Flores | Karen O’Connor | Davy Weissenbacher | Elena Tutubalina | Abeed Sarker | Juan Banda | Martin Krallinger | Graciela Gonzalez-Hernandez |

Proceedings of the Sixth Social Media Mining for Health (#SMM4H) Workshop and Shared Task NAACL SMM4H

Arjun Magge | Ari Klein | Antonio Miranda-Escalada | Mohammed Ali Al-garadi | Ilseyar Alimova | Zulfat Miftahutdinov | Eulalia Farre-Maduell | Salvador Lima Lopez | Ivan Flores | Karen O'Connor | Davy Weissenbacher | Elena Tutubalina | Abeed Sarker | Juan M Banda | Martin Krallinger | Graciela Gonzalez-Hernandez |

Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task COLING SMM4H

Graciela Gonzalez-Hernandez | Ari Z. Klein | Ivan Flores | Davy Weissenbacher | Arjun Magge | Karen O'Connor | Abeed Sarker | Anne-Lyse Minard | Elena Tutubalina | Zulfat Miftahutdinov | Ilseyar Alimova |

KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions COLING SMM4H

Zulfat Miftahutdinov | Andrey Sakhovskiy | Elena Tutubalina |

Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models COLING

Elena Tutubalina | Artur Kadurin | Zulfat Miftahutdinov |

Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020 COLING SMM4H

Ari Klein | Ilseyar Alimova | Ivan Flores | Arjun Magge | Zulfat Miftahutdinov | Anne-Lyse Minard | Karen O’Connor | Abeed Sarker | Elena Tutubalina | Davy Weissenbacher | Graciela Gonzalez-Hernandez |

Deep Neural Models for Medical Concept Normalization in User-Generated Texts ACL

Zulfat Miftahutdinov | Elena Tutubalina |

KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue ACL WS

Zulfat Miftahutdinov | Ilseyar Alimova | Elena Tutubalina |