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Gleb Kuzmin
Gleb Kuzmin
Researcher at AIRI, PhD student at FRC CSC RAS
Подтвержден адрес электронной почты в домене airi.net
Название
Процитировано
Процитировано
Год
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
442022
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
202020
Towards computationally feasible deep active learning
A Tsvigun, A Shelmanov, G Kuzmin, L Sanochkin, D Larionov, G Gusev, ...
arXiv preprint arXiv:2205.03598, 2022
182022
Fact-checking the output of large language models via token-level uncertainty quantification
E Fadeeva, A Rubashevskii, A Shelmanov, S Petrakov, H Li, H Mubarak, ...
arXiv preprint arXiv:2403.04696, 2024
172024
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
172023
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
72022
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
32023
Inference-Time Selective Debiasing
G Kuzmin, N Yadav, I Smirnov, T Baldwin, A Shelmanov
arXiv preprint arXiv:2407.19345, 2024
12024
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
12022
Mental Disorders Detection in the Era of Large Language Models
G Kuzmin, P Strepetov, M Stankevich, A Shelmanov, I Smirnov
arXiv preprint arXiv:2410.07129, 2024
2024
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Статьи 1–10