| Neural entity linking: A survey of models based on deep learning O Sevgili, A Shelmanov, M Arkhipov, A Panchenko, C Biemann Semantic Web Journal, 2020 | 182 | 2020 |
| M4: Multi-generator, multi-domain, and multi-lingual black-box machine-generated text detection Y Wang, J Mansurov, P Ivanov, J Su, A Shelmanov, A Tsvigun, ... EACL-2024, 2024 | 91 | 2024 |
| Information extraction from clinical texts in Russian AO Shelmanov, IV Smirnov, EA Vishneva Computational Linguistics and Intellectual Technologies, 560-572, 2015 | 61 | 2015 |
| Methods for semantic role labeling of Russian texts AO Shelmanov, IV Smirnov Computational Linguistics and Intellectual Technologies. Proceedings of …, 2014 | 57 | 2014 |
| Active learning for sequence tagging with deep pre-trained models and bayesian uncertainty estimates A Shelmanov, D Puzyrev, L Kupriyanova, D Belyakov, D Larionov, ... Proceedings of the 16th Conference of the European Chapter of the …, 2021 | 52 | 2021 |
| Semeval-2024 task 8: Multigenerator, multidomain, and multilingual black-box machine-generated text detection Y Wang, J Mansurov, P Ivanov, J Su, A Shelmanov, A Tsvigun, ... Proceedings of the 18th International Workshop on Semantic Evaluation, SemEval, 2024 | 50* | 2024 |
| How certain is your Transformer? A Shelmanov, E Tsymbalov, D Puzyrev, K Fedyanin, A Panchenko, ... Proceedings of the 16th Conference of the European Chapter of the …, 2021 | 49 | 2021 |
| Medical image captioning via generative pretrained transformers A Selivanov, OY Rogov, D Chesakov, A Shelmanov, I Fedulova, DV Dylov Scientific Reports 13 (1), 4171, 2023 | 47 | 2023 |
| Semantic role labeling with pretrained language models for known and unknown predicates D Larionov, A Shelmanov, E Chistova, I Smirnov Proceedings of the International Conference on Recent Advances in Natural …, 2019 | 45 | 2019 |
| Uncertainty estimation of transformer predictions for misclassification detection A Vazhentsev, G Kuzmin, A Shelmanov, A Tsvigun, E Tsymbalov, ... Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 43 | 2022 |
| Semantic-syntactic analysis of natural languages. Part I. A review of methods for semantic and syntactic analysis of text IV Smirnov, AO Shelmanov Artificial Intelligence and decision making, 4154, 2013 | 43* | 2013 |
| Semantic-syntactic analysis of natural languages. Part II. Method for semantic-syntactic analysis of texts IV Smirnov, AO Shelmanov, ES Kuznetsova, IV Khramoin Iskusstvenny intellekt i prinyatie resheniy–Artificial intelligence and …, 2014 | 42* | 2014 |
| Exactus expert—search and analytical engine for research and development support G Osipov, I Smirnov, I Tikhomirov, I Sochenkov, A Shelmanov Novel Applications of Intelligent Systems, 269-285, 2016 | 38 | 2016 |
| Active learning with deep pre-trained models for sequence tagging of clinical and biomedical texts A Shelmanov, V Liventsev, D Kireev, N Khromov, A Panchenko, ... 2019 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2019 | 37 | 2019 |
| Information retrieval for R&D support G Osipov, I Smirnov, I Tikhomirov, I Sochenkov, A Shelmanov, A Shvets Professional Search in the Modern World: COST Action IC1002 on Multilingual …, 2014 | 33 | 2014 |
| Technologies for complex intelligent clinical data analysis AA Baranov, LS Namazova-Baranova, IV Smirnov, DA Devyatkin, ... Annals of the Russian academy of medical sciences 71 (2), 160-171, 2016 | 32* | 2016 |
| Методы и средства комплексного интеллектуального анализа медицинских данных АА Баранов, ЛС Намазова-Баранова, ИВ Смирнов, ДА Девяткин, ... Труды Института системного анализа Российской академии наук 65 (2), 81-93, 2015 | 28 | 2015 |
| LM-Polygraph: Uncertainty Estimation for Language Models E Fadeeva, R Vashurin, A Tsvigun, A Vazhentsev, S Petrakov, K Fedyanin, ... EMNLP-2023, 2023 | 26 | 2023 |
| Exactus like: Plagiarism detection in scientific texts I Sochenkov, D Zubarev, I Tikhomirov, I Smirnov, A Shelmanov, ... Advances in Information Retrieval: 38th European Conference on IR Research …, 2016 | 26 | 2016 |
| Nonparametric uncertainty quantification for single deterministic neural network N Kotelevskii, A Artemenkov, K Fedyanin, F Noskov, A Fishkov, ... Advances in Neural Information Processing Systems 35, 36308-36323, 2022 | 23 | 2022 |
Alexander PanchenkoAssociate Professor for NLP at Skoltech, AIRIVerified email at skol.tech
