Gleb Kuzmin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Active Learning

Text Classification Tasks

Bayesian Analysis

Top Venues

NAACL-HLT (Findings)

Publications

Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification. CoRR (2024)
Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification. ACL (Findings) (2024)
Gleb Kuzmin, Nemeesh Yadav, Ivan V. Smirnov, Timothy Baldwin, Artem Shelmanov
Inference-Time Selective Debiasing. CoRR (2024)
Gleb Kuzmin, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster, Maxim Panov, Alexander Panchenko, Timothy Baldwin
Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? IJCNLP (1) (2023)
Artem Vazhentsev, Gleb Kuzmin, Akim Tsvigun, Alexander Panchenko, Maxim Panov, Mikhail Burtsev, Artem Shelmanov
Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks. ACL (1) (2023)
Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin, Leonid Sanochkin, Daniil Larionov, Gleb Gusev, Manvel Avetisian, Leonid Zhukov
Towards Computationally Feasible Deep Active Learning. NAACL-HLT (Findings) (2022)
Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin, Leonid Sanochkin, Daniil Larionov, Gleb Gusev, Manvel Avetisian, Leonid Zhukov
Towards Computationally Feasible Deep Active Learning. CoRR (2022)
Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov
Uncertainty Estimation of Transformer Predictions for Misclassification Detection. ACL (1) (2022)
Akim Tsvigun, Leonid Sanochkin, Daniil Larionov, Gleb Kuzmin, Artem Vazhentsev, Ivan Lazichny, Nikita Khromov, Danil Kireev, Aleksandr Rubashevskii, Olga Shahmatova
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts. EMNLP (Demos) (2022)
Konstantin Fursov, Gleb Kuzmin
Multidimensional assessment of R&D performance: evidence from the pilot evaluation exercise of Russian public research institutions. ISSI (2017)