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2020 – today
- 2024
[i3]Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov:
Determination of the Number of Topics Intrinsically: Is It Possible? CoRR abs/2406.10402 (2024)- [i2]Alex Gorbulev, Vasiliy Alekseev, Konstantin V. Vorontsov:
Iterative Improvement of an Additively Regularized Topic Model. CoRR abs/2408.05840 (2024) - [i1]Vasiliy Alekseev, Ilya Lukashevich, Ilia Zharikov, Ilya Vasiliev:
Layer-Specific Optimization: Sensitivity Based Convolution Layers Basis Search. CoRR abs/2408.06024 (2024) - 2023
- [c2]Victor Bulatov
, Vasiliy Alekseev, Konstantin V. Vorontsov:
Determination of the Number of Topics Intrinsically: Is It Possible? AIST (Supplement) 2023: 3-17 - 2021
- [j1]Vasiliy Alekseev, Evgeny S. Egorov, Konstantin V. Vorontsov, Alexey Goncharov, Kaidar Nurumov, Timur Buldybayev:
TopicBank: Collection of coherent topics using multiple model training with their further use for topic model validation. Data Knowl. Eng. 135: 101921 (2021) - 2020
- [c1]Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov, Darya Polyudova, Eugenia Veselova, Alexey Goncharov, Evgeniy S. Egorov:
TopicNet: Making Additive Regularisation for Topic Modelling Accessible. LREC 2020: 6745-6752
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