Ilya Sochenkov

Russian Academy of Sciences — Russia

Computer Science · Physical Sciences

9h-index216citations48works0.02yr avg
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Research Topics

Topic Modeling(21), Natural Language Processing Techniques(13), Authorship Attribution and Profiling(7), Text and Document Classification Technologies(6), Face and Expression Recognition(5)

Publications48 total

Experimental Study of an Approximate Method for Calculating Entropy-Optimal Distributions in Randomized Machine Learning Problems
Mathematics·2025Open Access
Transferring Natural Language Datasets Between Languages Using Large Language Models for Modern Decision Support and Sci-Tech Analytical Systems
Big Data and Cognitive Computing·2025Open Access
Artificial Intelligence and Cognitive Modeling: Creative Heritage of G.S. Osipov
Scientific and Technical Information Processing·2024
Neural Vector Compression In Approximate Nearest Neighbor Search On Large Datasets
Proceedings of the Institute for System Programming of RAS·2024Open Access
Approaches to Cross-Language Retrieval of Similar Legal Documents Based on Machine Learning
Scientific and Technical Information Processing·2023· 1 cited
Who is answering to whom? Modeling reply-to relationships in Russian asynchronous chats
Computational Linguistics and Intellectual Technologies·2023Open Access
Trusted Artificial Intelligence: Challenges and Promising Solutions
Doklady Mathematics·2022· 5 cited
The dataset for presuicidal signals detection in text and its analysis
Computational Linguistics and Intellectual Technologies·2022· 2 citedOpen Access
Cross-Lingual Plagiarism Detection Method
Communications in computer and information science·2022· 3 cited
Detection of Missed Links in Large Legal Corpora
2021· 2 cited
Detection of Semantic Changes in Russian Nouns with Distributional Models and Grammatical Features
Kompʹûternaâ lingvistika i intellektualʹnye tehnologii·2021· 9 citedOpen Access
Data Driven Detection of Technological Trajectories
Communications in computer and information science·2021· 1 cited
Comparison of Cross-Lingual Similar Documents Retrieval Methods
Communications in computer and information science·2021· 1 cited
Extrinsic Evaluation of Cross-Lingual Embeddings on the Patent Classification Task
Communications in computer and information science·2021· 2 cited
Deep learning approaches to mid-term forecasting of social-economic and demographic effects of a pandemic
Procedia Computer Science·2021· 2 citedOpen Access
Method for Expert Search Using Topical Similarity of Documents
Communications in computer and information science·2020
Methodology for identifying centers of excellence in aviation science based on publication and patent activity
Proceedings of the Institute for System Programming of RAS·2020· 1 citedOpen Access
DISTRIBUTIONAL MODELS AND AUXILIARY METHODS FOR DETERMINING THE HYPERNYMS OF WORDS IN RUSSIAN
Kompʹûternaâ lingvistika i intellektualʹnye tehnologii·2020· 1 cited
Different Approaches in Cross-Language Similar Documents Retrieval in the Legal Domain
Lecture notes in computer science·2020· 2 cited
Distributional Models in the Task of Hypernym Discovery
Lecture notes in computer science·2020
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Frequent Co-authors

Ilya Tikhomirov(13), Dmitry Devyatkin(12), Denis Zubarev(8), Roman Suvorov(7), Vasiliy Yadrintsev(6), Artyom Makovetskii(5), Anastasiia Ryzhova(5), Gennady Osipov(4), Igor Buyanov(4), A. Vokhmintsev(3), Aleksandr Vokhmintcev(3), Ivan Smirnov(3), Artem Shelmanov(3), Anastasiia Sochenkova(3), Andrey Melnikov(3), Amir Bakarov(3), O. G. Grigoriev(3), V.V. Kuznetsov(2), Alexander Shvets(2), N. V. Chudova(2)