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 | 42 | 2021 |
KFU NLP team at SMM4H 2021 tasks: Cross-lingual and cross-modal BERT-based models for adverse drug effects A Sakhovskiy, Z Miftahutdinov, E Tutubalina Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop …, 2021 | 18 | 2021 |
RuSimpleSentEval-2021 shared task: evaluating sentence simplification for Russian A Sakhovskiy, A Izhevskaya, A Pestova, E Tutubalina, V Malykh, I Smurov, ... Proceedings of the International Conference “Dialogue, 607-617, 2021 | 15 | 2021 |
Kfu nlp team at smm4h 2020 tasks: Cross-lingual transfer learning with pretrained language models for drug reactions Z Miftahutdinov, A Sakhovskiy, E Tutubalina Proceedings of the fifth social media mining for health applications …, 2020 | 14 | 2020 |
Multimodal model with text and drug embeddings for adverse drug reaction classification A Sakhovskiy, E Tutubalina Journal of Biomedical Informatics 135, 104182, 2022 | 9 | 2022 |
Topic modeling for assessment of text complexity in Russian textbooks A Sakhovskiy, V Solovyev, M Solnyshkina 2020 Ivannikov Ispras Open Conference (ISPRAS), 102-108, 2020 | 6 | 2020 |
Graph-Enriched biomedical entity representation transformer A Sakhovskiy, N Semenova, A Kadurin, E Tutubalina International Conference of the Cross-Language Evaluation Forum for European …, 2023 | 3 | 2023 |
Topic Modeling as a Method of Educational Text Structuring A Sakhovskiy, E Tutubalina, V Solovyev, M Solnyshkina 2020 13th International Conference on Developments in eSystems Engineering …, 2020 | 1 | 2020 |
Cross-Lingual Transfer Learning in Drug-Related Information Extraction from User-Generated Texts AS Sakhovskiy, EV Tutubalina Programming and Computer Software 49 (7), 590-595, 2023 | | 2023 |
Graph-Enriched Biomedical Language Models: A Research Proposal A Sakhovskiy, A Panchenko, E Tutubalina Proceedings of the 13th International Joint Conference on Natural Language …, 2023 | | 2023 |