Publications by authors named "Anton Surkov"

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Using large language models for extracting and pre-annotating texts on mental health from noisy data in a low-resource language.
Sergei Koltcov, Anton Surkov, Olessia Koltsova, Vera Ignatenko

PeerJ Comput Sci· November 2024

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Topic models with elements of neural networks: investigation of stability, coherence, and determining the optimal number of topics.
Sergei Koltcov, Anton Surkov, Vladimir Filippov, Vera Ignatenko

PeerJ Comput Sci· January 2024

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Random forests with parametric entropy-based information gains for classification and regression problems.
Vera Ignatenko, Anton Surkov, Sergei Koltcov

PeerJ Comput Sci· January 2024

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