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 | 28 | 2022 |
Fake news detection for the Russian language G Kuzmin, D Larionov, D Pisarevskaya, I Smirnov Proceedings of the 3rd International Workshop on Rumours and Deception in …, 2020 | 17 | 2020 |
Towards computationally feasible deep active learning A Tsvigun, A Shelmanov, G Kuzmin, L Sanochkin, D Larionov, G Gusev, ... arXiv preprint arXiv:2205.03598, 2022 | 13 | 2022 |
Hybrid uncertainty quantification for selective text classification in ambiguous tasks A Vazhentsev, G Kuzmin, A Tsvigun, A Panchenko, M Panov, M Burtsev, ... Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 8 | 2023 |
ALToolbox: a set of tools for active learning annotation of natural language texts A Tsvigun, L Sanochkin, D Larionov, G Kuzmin, A Vazhentsev, I Lazichny, ... Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 3 | 2022 |
Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? G Kuzmin, A Vazhentsev, A Shelmanov, X Han, S Suster, M Panov, ... Proceedings of the 13th International Joint Conference on Natural Language …, 2023 | 1 | 2023 |
Application of Deep Reinforcement Learning Methods in Debt Collection G Kuzmin, AI Panov, I Razvorotnev, V Rezyapkin Proceedings of the Fifth International Scientific Conference “Intelligent …, 2022 | 1 | 2022 |