Konstantin Vorontsov

Moscow Institute of Physics and Technology — Russia

Computer Science · Physical Sciences

15h-index754citations86works0.72yr avg
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Research Topics

Topic Modeling(33), Advanced Text Analysis Techniques(22), Natural Language Processing Techniques(20), Computational and Text Analysis Methods(12), Text and Document Classification Technologies(10)

Publications86 total

Text Tree Edit Distance: A Language Model-Based Metric for Text Hierarchies
2025
A Combined Algorithm for Measuring the Frequency and Bandwidth of a Signal with Increased Accuracy
2025
Development of the Concept and Computer Model of a Prototype of a Wireless Signal Transmission System for Automatic Relay Protection at Substations
2025
Development of Signal Detection and Recognition Algorithm Using Software-Defined Radio
2025
ruSciFact: Open Benchmark for Verifying Scientific Facts in Russian
Computational Linguistics and Intellectual Technologies·2025Open Access
Automated Detection of Human Values in Texts: ML Challenges and Performance Benchmarks
Lecture notes in computer science·2025
The methodology of multi-criteria evaluation of text markup models based on inconsistent expert markup
Computational Linguistics and Intellectual Technologies·2025Open Access
Iterative Improvement of an Additively Regularized Topic Model
Lecture notes in computer science·2025
Communicative Type “Municipal Employee” in the Media Space: Development of an Automatic Information and Analytical Assessment System
Vestnik Volgogradskogo gosudarstvennogo universiteta Serija 2 Jazykoznanije·2024· 3 citedOpen Access
Hypotheses re-ranking in translation models using human markup
Известия Российской академии наук Теория и системы управления·2024Open Access
Does Annotating Multi-Spans Improve Classification in Considerable Text Collections?
2024
SciRus: Tiny and Powerful Multilingual Encoder for Scientific Texts
Doklady Mathematics·2024· 1 citedOpen Access
RuSciBench: Open Benchmark for Russian and English Scientific Document Representations
Doklady Mathematics·2024· 2 citedOpen Access
Iterative Improvement of an Additively Regularized Topic Model
arXiv (Cornell University)·2024Open Access
Reranking Hypotheses in Translation Models Using Human Markup
Journal of Computer and Systems Sciences International·2024· 2 cited
Determination of the Number of Topics Intrinsically: Is It Possible?
Communications in computer and information science·2024· 3 citedOpen Access
Detecting Human Values and Sentiments in Large Text Collections with a Context-Dependent Information Markup: A Methodology and Math
Lecture notes in computer science·2024· 3 cited
LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b
2024Open Access
Digital Publics and the Ukraine Dilemma: Topic Modelling of the Cumulative Twitter Discussion
Lecture notes in computer science·2024
Incremental Topic Modeling for Scientific Trend Topics Extraction
Computational Linguistics and Intellectual Technologies·2023· 2 citedOpen Access
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Frequent Co-authors

Anna Potapenko(7), Murat Apishev(6), Anastasia Ianina(4), Vasiliy Alekseev(4), А. В. Гончаров(3), Victor Bulatov(3), N. G. Zakharov(3), Irina S. Karabulatova(3), Oleksandr Frei(2), Peter Romov(2), Lev Golitsyn(2), Sergei Koltcov(2), Olessia Koltsova(2), Sergey Nikolenko(2), Maksim Eremeev(2), Evgeny Egorov(2), P.A. Ryabochkina(2), A N Chabushkin(2), N. A. Skachkov(2), Marina Dudarenko(1)