Zulfat Miftahutdinov

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 25

Top Topics

Monolingual Retrieval

Top Venues

SMM4H@NAACL-HLT

Publications

Micha Livne, Zulfat Miftahutdinov, Elena Tutubalina, Maksim Kuznetsov, Daniil Polykovskiy, Annika Brundyn, Aastha Jhunjhunwala, Anthony Costa, Alex Aliper, Alex Zhavoronkov
nach0: Multimodal Natural and Chemical Languages Foundation Model. CoRR (2023)
Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov, Vladimir Kokh, Elena Tutubalina, Artem Shelmanov, Anton Alekseev, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko
RuCCoN: Clinical Concept Normalization in Russian. ACL (Findings) (2022)
Anton Alekseev, Zulfat Miftahutdinov, Elena Tutubalina, Artem Shelmanov, Vladimir Ivanov, Vladimir Kokh, Alexandr Nesterov, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko
Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking. LREC (2022)
Elena Tutubalina, Zulfat Miftahutdinov, Vladimir Muravlev, Anastasia Shneyderman
A Comprehensive Evaluation of Biomedical Entity-centric Search. EMNLP (Industry Track) (2022)
Arjun Magge, Ari Z. Klein, Antonio Miranda-Escalada, Mohammed Ali Al-Garadi, Ilseyar Alimova, Zulfat Miftahutdinov, Eulàlia Farré, Salvador Lima-López, Ivan Flores, Karen O'Connor, Davy Weissenbacher, Elena Tutubalina, Abeed Sarker, Juan M. Banda, Martin Krallinger, Graciela Gonzalez-Hernandez
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021. SMM4H@NAACL-HLT (2021)
Andrey Sakhovskiy, Zulfat Miftahutdinov, Elena Tutubalina
KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects. SMM4H@NAACL-HLT (2021)
Zulfat Miftahutdinov, Artur Kadurin, Roman Kudrin, Elena Tutubalina
Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer. CoRR (2021)
Arjun Magge, Elena Tutubalina, Zulfat Miftahutdinov, Ilseyar Alimova, Anne Dirkson, Suzan Verberne, Davy Weissenbacher, Graciela Gonzalez-Hernandez
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter. J. Am. Medical Informatics Assoc. 28 (10) (2021)
Zulfat Miftahutdinov, Artur Kadurin, Roman Kudrin, Elena Tutubalina
Medical concept normalization in clinical trials with drug and disease representation learning. Bioinform. 37 (21) (2021)
Zulfat Miftahutdinov, Artur Kadurin, Roman Kudrin, Elena Tutubalina
Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer. ECIR (1) (2021)
Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko
The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews. Bioinform. 37 (2) (2021)
Elena Tutubalina, Artur Kadurin, Zulfat Miftahutdinov
Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models. COLING (2020)
Zulfat Miftahutdinov, Ilseyar Alimova, Elena Tutubalina
On Biomedical Named Entity Recognition: Experiments in Interlingual Transfer for Clinical and Social Media Texts. ECIR (2) (2020)
Ari Z. Klein, Ilseyar Alimova, Ivan Flores, Arjun Magge, Zulfat Miftahutdinov, Anne-Lyse Minard, Karen O'Connor, Abeed Sarker, Elena Tutubalina, Davy Weissenbacher, Graciela Gonzalez-Hernandez
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020. SMM4H@COLING (2020)
Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko
The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews. CoRR (2020)
Zulfat Miftahutdinov, Andrey Sakhovskiy, Elena Tutubalina
KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions. SMM4H@COLING (2020)
Sergey I. Nikolenko, Elena Tutubalina, Zulfat Miftahutdinov, Eugene Beloded
CommentsRadar: Dive into Unique Data on All Comments on the Web. CoRR (2019)
Zulfat Miftahutdinov, Elena Tutubalina
Deep Neural Models for Medical Concept Normalization in User-Generated Texts. ACL (2) (2019)
Zulfat Miftahutdinov, Ilseyar Alimova, Elena Tutubalina
KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue. SMM4H@ACL (2019)
Zulfat Miftahutdinov, Elena Tutubalina
Deep Neural Models for Medical Concept Normalization in User-Generated Texts. CoRR (2019)
Elena Tutubalina, Zulfat Miftahutdinov, Sergey I. Nikolenko, Valentin Malykh
Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts. CoRR (2018)
Elena Tutubalina, Zulfat Miftahutdinov, Sergey I. Nikolenko, Valentin Malykh
Medical concept normalization in social media posts with recurrent neural networks. J. Biomed. Informatics 84 (2018)
Zulfat Miftahutdinov, Elena Tutubalina
Deep Learning for ICD Coding: Looking for Medical Concepts in Clinical Documents in English and in French. CLEF (2017)
Zulfat Miftahutdinov, Elena Tutubalina
KFU at CLEF eHealth 2017 Task 1: ICD-10 Coding of English Death Certificates with Recurrent Neural Networks. CLEF (Working Notes) (2017)
Elena Tutubalina, Zulfat Miftahutdinov
An Encoder-Decoder Model for ICD-10 Coding of Death Certificates. CoRR (2017)