Overview of the fifth social media mining for health applications (# smm4h) shared tasks at coling 2020 A Klein, I Alimova, I Flores, A Magge, Z Miftahutdinov, AL Minard, ... Proceedings of the Fifth Social Media Mining for Health Applications …, 2020 | 40 | 2020 |
Automated detection of adverse drug reactions from social media posts with machine learning I Alimova, E Tutubalina International Conference on Analysis of Images, Social Networks and Texts, 3-15, 2017 | 31 | 2017 |
Overview of the sixth social media mining for health applications (# smm4h) shared tasks at naacl 2021 A Magge, A Klein, A Miranda-Escalada, MA Al-Garadi, I Alimova, ... Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop …, 2021 | 28 | 2021 |
KFU NLP team at SMM4H 2019 tasks: Want to extract adverse drugs reactions from tweets? BERT to the rescue Z Miftahutdinov, I Alimova, E Tutubalina Proceedings of the fourth social media mining for health applications …, 2019 | 25 | 2019 |
Multiple features for clinical relation extraction: A machine learning approach I Alimova, E Tutubalina Journal of biomedical informatics 103, 103382, 2020 | 22 | 2020 |
Extracting aspects, sentiment and categories of aspects in user reviews about restaurants and cars VV Ivanov, EV Tutubalina, NR Mingazov, IS Alimova Komp'juternaja Lingvistika i Intellektual'nye Tehnologii, 22-33, 2015 | 21 | 2015 |
The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews E Tutubalina, I Alimova, Z Miftahutdinov, A Sakhovskiy, V Malykh, ... Bioinformatics 37 (2), 243-249, 2021 | 16 | 2021 |
Using semantic analysis of texts for the identification of drugs with similar therapeutic effects EV Tutubalina, ZS Miftahutdinov, RI Nugmanov, TI Madzhidov, ... Russian Chemical Bulletin 66 (11), 2180-2189, 2017 | 15 | 2017 |
On biomedical named entity recognition: experiments in interlingual transfer for clinical and social media texts Z Miftahutdinov, I Alimova, E Tutubalina European Conference on Information Retrieval, 281-288, 2020 | 13 | 2020 |
A Machine learning approach to classification of drug reviews in Russian I Alimova, E Tutubalina, J Alferova, G Gafiyatullina 2017 Ivannikov ISPRAS Open Conference (ISPRAS), 64-69, 2017 | 11 | 2017 |
Тестирование методов анализа тональности текста, основанных на словарях ЕВ Тутубалина, ВВ Иванов, М Загулова, Н Мингазов, И Алимова, ... Электронные библиотеки 18 (3-4), 138-162, 2015 | 9 | 2015 |
Interactive attention network for adverse drug reaction classification I Alimova, V Solovyev Conference on Artificial Intelligence and Natural Language, 185-196, 2018 | 8 | 2018 |
Entity-level Classification of Adverse Drug Reactions: a Comparison of Neural Network Models. I Alimova, E Tutubalina WNLP@ ACL, 132-134, 2019 | 5 | 2019 |
Lawyer's intellectual tool for analysis of legal documents in Russian A Khasianov, I Alimova, A Marchenko, G Nurhambetova, E Tutubalina, ... 2018 International Conference on Artificial Intelligence Applications and …, 2018 | 5 | 2018 |
Deepademiner: A deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug effect mentions on twitter A Magge, E Tutubalina, Z Miftahutdinov, I Alimova, A Dirkson, S Verberne, ... medRxiv, 2020 | 4 | 2020 |
Entity-Level Classification of Adverse Drug Reaction: A Comparative Analysis of Neural Network Models IS Alimova, EV Tutubalina Programming and Computer Software 45 (8), 439-447, 2019 | 4 | 2019 |
Detecting adverse drug reactions from biomedical texts with neural networks I Alimova, E Tutubalina Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 4 | 2019 |
A Comparative Study on Feature Selection in Relation Extraction from Electronic Health Records. I Alimova, E Tutubalina DAMDID/RCDL, 34-45, 2019 | 3 | 2019 |
Biomedical Entities Impact on Rating Prediction for Psychiatric Drugs E Tutubalina, I Alimova, V Solovyev International Conference on Analysis of Images, Social Networks and Texts …, 2019 | 3 | 2019 |
DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter A Magge, E Tutubalina, Z Miftahutdinov, I Alimova, A Dirkson, S Verberne, ... Journal of the American Medical Informatics Association 28 (10), 2184-2192, 2021 | 2 | 2021 |