V. Malykh

Most-cited papers

1. DetIE: Multilingual Open Information Extraction Inspired by Object Detection

   Michael Vasilkovsky, Anton M. Alekseev, V. Malykh, I. Shenbin +5 more

   2022AAAI Conference on Artificial Intelligence28 citations Open access

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2. Large Language Models Meet Knowledge Graphs to Answer Factoid Questions

   M. Salnikov, Ha T. T. Le, P. Rajput, Irina Nikishina +3 more

   2023Pacific Asia Conference on Language, Information and Computation24 citations Open access

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3. How not to Lie with a Benchmark: Rearranging NLP Leaderboards

   Tatiana Shavrina, V. Malykh

   2021arXiv.org15 citations

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4. ReplaceMe: Network Simplification via Depth Pruning and Transformer Block Linearization

   Dmitriy Shopkhoev, Ammar Ali, Magauiya Zhussip, V. Malykh +3 more

   2025Neural Information Processing Systems13 citations Open access

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5. DRAGOn: Designing RAG On Periodically Updated Corpus

   Fedor Chernogorskii, Sergej Averkiev, Liliya Kudraleeva, Zaven Martirosian +3 more

   2025Conference of the European Chapter of the Association for Computational Linguistics8 citations Open access

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6. SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks

   Pavel Adamenko, M. Ivanov, Aidar Valeev, Rodion Levichev +5 more

   2025Conference on Empirical Methods in Natural Language Processing8 citations Open access

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7. Multiple Teacher Distillation for Robust and Greener Models

   A. Ilichev, N. Sorokin, Irina Piontkovskaya, V. Malykh

   2021Recent Advances in Natural Language Processing7 citations Open access

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8. Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task

   M. Tikhonova, V. Mikhailov, D. Pisarevskaya, V. Malykh +1 more

   2022Natural Language Engineering6 citations

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9. Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair

   Maksim Borisov, Z. Kozhirbayev, V. Malykh

   2025North American Chapter of the Association for Computational Linguistics5 citations

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10. MERA Code: A Unified Framework for Evaluating Code Generation Across Tasks

    A. Chervyakov, Alexander Kharitonov, Pavel Zadorozhny, Pavel Adamenko +19 more

    2025arXiv.org5 citations

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11. ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations

    Dmitriy Shopkhoev, Ammar Ali, Magauiya Zhussip, V. Malykh +3 more

    2025arXiv.org5 citations

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12. Iterative Self-training for Code Generation via Reinforced Re-ranking

    N. Sorokin, I. Sedykh, V. Malykh

    2025European Conference on Information Retrieval4 citations Open access

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13. Answer Candidate Type Selection: Text-To-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs

    M. Salnikov, M. Lysyuk, Pavel Braslavski, Anton Razzhigaev +2 more

    2023Conference on Natural Language Processing4 citations Open access

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14. Generating Sport Summaries: A Case Study for Russian

    V. Malykh, Denis Porplenko, E. Tutubalina

    2020International Joint Conference on the Analysis of Images, Social Networks and Texts4 citations

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15. A fast-neutron pulse reactor

    G. E. Blokhin, D. Blokhint͡sev, Yu. A. Blyumkina, I. I. Bondarenko +15 more

    19624 citations

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16. Diffusion vs Autoregression: An Empirical Study on Code Comment Translation

    A. Dikov, V. Zvorygin, V. Malykh

    20252025 5th International Conference on Code Quality (ICCQ)2 citations

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17. StRuCom: A Novel Dataset of Structured Code Comments in Russian

    Maria Dziuba, V. Malykh

    2025Annual Meeting of the Association for Computational Linguistics2 citations

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18. Trusted Artificial Intelligence: Challenges and Promising Solutions

    D. Y. Turdakov, A. Avetisyan, K. Arkhipenko, Anastasia Antsiferova +16 more

    2022Doklady. Mathematics2 citations

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19. Synthesis of polyethylene terephthalate in the presence of 4-carboxybenzaldehyde

    V. V. Shevchenko, Л. Н. Курочкина, L. Repina, V. Malykh

    19842 citations

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20. Production of bis(β-ethoxy)terephthalate from terephthalic acid and ethylene oxide

    T. I. Samsonova, G. D. Mikhailov, V. Malykh, A. Chegolya

    19772 citations

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21. Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models

    I. Sedykh, N. Sorokin, V. Malykh

    2026arXiv.org1 citations

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22. Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling

    Timur Ionov, Anna Marshalova, V. Malykh

    2026Conference of the European Chapter of the Association for Computational Linguistics1 citations Open access

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23. Hierarchical Embedding Fusion for Retrieval-Augmented Code Generation

    N. Sorokin, I. Sedykh, V. Malykh

    2026Annual International ACM SIGIR Conference on Research and Development in Information Retrieval1 citations Open access

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24. CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement

    Maria Dziuba, V. Malykh

    2025arXiv.org1 citations

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25. SumHiS: Extractive Summarization Exploiting Hidden Structure

    Pavel Tikhonov, A. Ianina, V. Malykh

    2024arXiv.org1 citations

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26. Efficiency of diethylene glycol formation inhibitors and catalysts for terephthalic acid esterification with ethylene glycol

    M. P. Vladimirova, V. Malykh, A. Chegolya

    19741 citations

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27. WorkBench-RU: Can Agents Solve Multi-Step Workplace Tasks Beyond English?

    Timur Ionov, V. Malykh

    2026Computational Linguistics and Intellectual Technologies0 citations

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28. SAGE: Solver-Aligned Guided Exploration

    N. Sorokin, I. Sedykh, Timur Ionov, V. Malykh

    2026Annual International ACM SIGIR Conference on Research and Development in Information Retrieval0 citations Open access

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29. METHODS OF POST-EDITING MEDICAL TEXTS IN THE KAZAKH LANGUAGE AND QUALITATIVE ANALYSIS

    D. Rakhimova, A. Zhiger, V. Malykh, M. Mansurova +1 more

    2026Herald of Kazakh-British technical university0 citations Open access

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30. Towards Neural PIE Reconstruction from Heterogeneous Cognate Data

    Konstantin Kalinowski, V. Malykh

    2026Computational Linguistics and Intellectual Technologies0 citations

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31. Multilingual Code Comment Translation: A Case Study on Chinese, English, and Russian

    Quan-Yu Wang, D. Liutova, V. Malykh

    20252025 5th International Conference on Code Quality (ICCQ)0 citations

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32. Abstractive Summarization for Trade News Analysis Based on a New Domain-Specific Dataset

    D. Liutova, V. Malykh

    2025Automatic Documentation and Mathematical Linguistics0 citations

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33. AINL-Eval 2025 Shared Task: Detection of AI-Generated Scientific Abstracts in Russian

    T. Batura, E. Bruches, Milana Shvenk, V. Malykh

    2025arXiv.org0 citations

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34. NEURAL MACHINE TRANSLATION FOR ENGLISH-KAZAKH LANGUAGE PAIR

    D. Rakhimova, A. Zhiger, V. Malykh, V. Karyukin +1 more

    2025Herald of Kazakh-British technical university0 citations Open access

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35. Improving post-editing of Kazakh translations with fine-tuned large language models: Dataset and evaluation

    D. Rakhimova, Aliya Zhiger, M. Mansurova, V. Malykh +1 more

    2025International journal of innovative research and scientific studies0 citations Open access

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36. Abstractive Summarization for Trade News Analysis Based on a New Domain-Specific Dataset

    Daria Andreevna Lyutova, V. Malykh

    2025Russian Digital Libraries Journal0 citations Open access

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37. Cross-Language Summarization in Russian and Chinese Using the Reinforcement Learning

    Xin Liao, D. Liutova, V. Malykh

    2024International Joint Conference on the Analysis of Images, Social Networks and Texts0 citations

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38. MoRAE: Movie Review Dataset for Aspect Extraction

    Yaroslav Pristalov, V. Malykh

    2024International Joint Conference on the Analysis of Images, Social Networks and Texts0 citations

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39. The winners of the 2024 Nobel Prize in Physics – John Hopfield and Jeffrey Hinton

    V. Malykh

    2024Priroda0 citations

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40. User Review Summarization in Russian

    Artem Prisiazhniuk, V. Malykh

    2023International Joint Conference on the Analysis of Images, Social Networks and Texts0 citations

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41. Improving Personalized Dialogue Generation Models with Data-level Distillation and Diversification

    J. Devlin, M. Chang, Kenton Lee, K. Toutanova +20 more

    20210 citations

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42. Training a Turn-level User Engagingness Predictor for Dialogues with Weak Supervision

    Alexander Miller, Kurt Shuster, Jack Urbanek, Emily Dinan +17 more

    20210 citations

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43. Tetraethylammonium terephthalate — An inhibitor of the diethylene glycol formation reaction

    A. A. Anfinogentov, T. I. Samsonova, V. Malykh

    19820 citations

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44. Polyglycol formation in the process of oligoester preparation

    A. A. Anfinogentov, T. I. Samsonova, V. Malykh

    19810 citations

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45. Polyglycol formation in the process of oligoester preparation

    A. A. Anfinogentov, T. I. Samsonova, V. Malykh

    19810 citations

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46. Production of bis(β-ethoxy) terephthalate from ethylene oxide and terephthalic acid

    B. M. Bagrov, G. D. Mikhailov, V. Malykh

    19800 citations

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47. Pyrogenal-vaccine therapy of gonorrhea in men.

    N. P. Shamshin, V. Malykh

    19800 citations

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48. [Pyrogenal-vaccine therapy of men with gonorrhea].

    N. F. Shamshin, V. Malykh

    1980Vestnik Dermatologii i Venerologii0 citations

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49. Side reaction of the formation of diethylene glycol in the ethoxylation of terephthalic acid

    T. I. Samsonova, G. D. Mikhailov, V. Malykh, A. Chegolya

    19780 citations

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50. Differential-kinetic model of the polyesterification of terephthalic acid with ethylene glycol without catalyst

    M. P. Vladimirova, V. Kiselev, V. Malykh, A. Chegolya

    19770 citations

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