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  1. 2026

  2. UzNER: A Human-Reviewed Benchmark for Uzbek Named Entity Recognition With Gazetteer-Augmented Transformer Models

    Saidov, B., Barakhnin, V., Fayzullaeva, Z., Ibragimov, U. & Tursunov, U., 22 Jun 2026, In: Journal of Computer Science. 22, 6, p. 1894-1911 18 p.

    Research output: Contribution to journal › Article › peer-review

  3. 2025

  4. Automatic Recognition of Historical Documents of the Beginning of the 20th Century in Russian

    Barakhnin, V. & Gudkov, S., 18 Nov 2025, 2025 IEEE XVII International Scientific and Technical Conference on Actual Problems of Electronic Instrument Engineering (APEIE). Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  5. Integrating morphological stemming and syntactic parsing for low-resource Uzbek texts

    Mengliev, D., Abdurakhmonova, N., Barkhnin, V., Ibragimov, B., Jurakulova, M., Urazaliyeva, M. & Islombekov, B., 7 Nov 2025, AIP Conference Proceedings. Uteuliev, N., Khuzhayorov, B. & Fayziev, B. (eds.). American Institute of Physics Inc., Vol. 3377. 040003. (AIP Conference Proceedings; vol. 3377, no. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  6. Methods of Automatic Selection of Named Entities (NER) in Uzbek Language for Text Tone Analysis

    Saidov, B. R., Barakhnin, V. B., Rixsibayev, U. T., Sobirov, O. O., Bekchanov, K. M. & Sharipov, E. J., 8 Aug 2025, International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM. IEEE Computer Society, p. 1740-1745 6 p. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  7. A comprehensive dataset and neural network approach for named entity recognition in the Uzbek language

    Mengliev, D., Barakhnin, V., Eshkulov, M., Ibragimov, B. & Madirimov, S., Feb 2025, In: Data in Brief. 58, 9 p., 111249.

    Research output: Contribution to journal › Article › peer-review

  8. 2024

  9. Development of an Algorithm for Converting JSON Formats to XML by Forming its File Data Structure

    Mukhitova, A., Yerimbetova, A., Barakhnin, V. & Daiyrbayeva, E., 11 Dec 2024, UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering. Institute of Electrical and Electronics Engineers Inc., p. 648-653 6 p. (UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  10. Developing a Dictionary-Centric Named Entity Recognition System for Karakalpak Language

    Mengliev, D., Barakhnin, V., Sultonboyev, A., Ibragimov, B., Eshkulov, M. & Abdullayev, R., 27 Nov 2024, In: AIP Conference Proceedings. 3244, 1, 030044.

    Research output: Contribution to journal › Conference article › peer-review

  11. Unveiling the Variance of Uzbek language: A Rule-Based Algorithm for Dialect Recognition

    Mengliev, D., Barakhnin, V., Madirimov, S., Ibragimov, B., Eshkulov, M. & Saidov, B., 27 Nov 2024, In: AIP Conference Proceedings. 3244, 1, 030012.

    Research output: Contribution to journal › Conference article › peer-review

  12. A Computational Approach to Recognizing Poetry Genres in Uzbek Texts

    Mengliev, D. B., Barakhnin, V. B., Saidov, B. R., Atakhanov, M., Eshkulov, M. O. & Ibragimov, B. B., 26 Nov 2024, 2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2024. Institute of Electrical and Electronics Engineers Inc., p. 319-322 4 p. (2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  13. Development of a Legal Document Recognition Algorithm for the Karakalpak Language

    Mengliev, D. B., Barakhnin, V. B., Eshkulov, M. O., Allamov, O. T., Ibragimov, B. B. & Khudaybergenov, T. A., 26 Nov 2024, 2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2024. Institute of Electrical and Electronics Engineers Inc., p. 323-326 4 p. (2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  14. Towards Effective Named Entity Recognition in Uzbek Medical Contexts

    Mengliev, D. B., Barakhnin, V. B., Samandarova, B. S., Shamieva, N. A., Rakhmanova, U. U. & Ibragimov, B. B., 26 Nov 2024, 2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2024. Institute of Electrical and Electronics Engineers Inc., p. 294-298 5 p. (2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  15. Developing named entity recognition algorithms for Uzbek: Dataset insights and implementation

    Mengliev, D., Barakhnin, V., Abdurakhmonova, N. & Eshkulov, M., Jun 2024, In: Data in Brief. 54, 8 p., 110413.

    Research output: Contribution to journal › Article › peer-review

  16. Advancing Karakalpak Linguistics with Dictionary-Based Morphological Analysis: Implications for Text Correction Systems

    Mengliev, D. B., Barakhnin, V. B., Boltayev, N. R., Polatova, S. A., Eshkulov, M. O. & Ibragimov, B. B., 2024, International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM. IEEE Computer Society, p. 2380-2383 4 p. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  17. Building a Comprehensive Uzbek Lexicon: Bridging Dialects for Text Standardization

    Mengliev, D. B., Abdurakhmonova, N. Z., Barakhnin, V. B., Shirinova, R. K., Iskandarova, A. R. & Otemisov, A. Z., 2024, International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM. IEEE Computer Society, p. 2440-2444 5 p. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  18. Development and Realization of Software Application for Syntax Checking of Karakalpak Language Text

    Saidov, B. R., Barakhnin, V. B., Sharipov, E. J., Maksetbaev, A. B., Ruzimov, J. O. & Abdullayev, R. M., 2024, Proceedings of the IEEE 3rd International Conference on Problems of Informatics, Electronics and Radio Engineering, PIERE 2024. Institute of Electrical and Electronics Engineers Inc., p. 1580-1588 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  19. Development of an Algorithm for Automatic Analysis of Sentiment in School Essays of the Uzbek Language

    Mengliev, D. B., Abdurakhmonova, N. Z., Barakhnin, V. B., Iskandarova, A. R., Topildiyeva, F. R. & Akhmedov, E. Y., 2024, Proceedings of the IEEE 3rd International Conference on Problems of Informatics, Electronics and Radio Engineering, PIERE 2024. Institute of Electrical and Electronics Engineers Inc., p. 1570-1573 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  20. Development of Named Entity Recognition Model for Analysis of Oceanographic Texts in Uzbek Language

    Mengliev, D. B., Abdurakhmonova, N. Z., Barakhnin, V. B., Kuvondikova, G. I., Kadirova, Z. G. & Ibragimov, B. B., 2024, Proceedings - 4th International Conference on Technological Advancements in Computational Sciences, ICTACS 2024. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  21. Enhancing Sentiment Analysis in Uzbek Language Texts through Weighted Lexical Features

    Mengliev, D., Abdurakhmonova, N., Barakhnin, V., Vasliddinova, K., Rahimov, H. & Djalolova, K., 2024, International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM. IEEE Computer Society, p. 2450-2453 4 p. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  22. Linguistic Nuances in Text Analysis: TF-IDF Metric's Algorithm Implementation for the Karakalpak Language Recognition

    Mengliev, D., Eshkulov, M., Barakhnin, V., Abdullayev, R., Boltayev, N. & Ibragimov, B., 2024, Proceedings - 2024 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2024. Institute of Electrical and Electronics Engineers Inc., p. 19-22 4 p. (Proceedings - 2024 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  23. Optimization of Database Operations in the Application for Text Corpus Analysis

    Barakhnin, V. B., Karpov, M. V., MacHikina, E. P. & Musasbayev, R. R., 2024, Proceedings - 2024 20th International Asian School-Seminar on Optimization Problems of Complex Systems, OPCS 2024. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (Proceedings - 2024 20th International Asian School-Seminar on Optimization Problems of Complex Systems, OPCS 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  24. 2023

  25. The Development of a Water Resource Monitoring Ontology as a Research Tool for Sustainable Regional Development

    Ospan, A., Mansurova, M., Barakhnin, V., Nugumanova, A. & Titkov, R., Nov 2023, In: Data. 8, 11, 162.

    Research output: Contribution to journal › Article › peer-review

  26. Rule-Based Syntactic Analysis for Uzbek Language: An Alternative Approach to Overcome Data Scarcity and Enhance Interpretability

    Mengliev, D. B., Barakhnin, V. B. & Ibragimov, B. B., Jul 2023, 24th IEEE International Conference of Young Professionals in Electron Devices and Materials, EDM 2023; Novosibirsk; Russian Federation; 29 June 2023 до 3 July 2023. Institute of Electrical and Electronics Engineers Inc., p. 1910-1915 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  27. Automating the Transition from Dialectal to Literary Forms in Uzbek Language Texts: An Algorithmic Perspective

    Mengliev, D. B., Abdurakhmonova, N., Hayitbayeva, D. & Barakhnin, V. B., 2023, Proceedings of the 2023 IEEE 16th International Scientific and Technical Conference Actual Problems of Electronic Instrument Engineering, APEIE 2023. Institute of Electrical and Electronics Engineers Inc., p. 1440-1443 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  28. Developing Rule-Based and Gazetteer Lists for Named Entity Recognition in Uzbek Language: Geographical Names

    Mengliev, D. B., Barakhnin, V. B., Atakhanov, M., Ibragimov, B. B., Eshkulov, M. & Saidov, B., 2023, Proceedings of the 2023 IEEE 16th International Scientific and Technical Conference Actual Problems of Electronic Instrument Engineering, APEIE 2023. Institute of Electrical and Electronics Engineers Inc., p. 1500-1504 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  29. Dictionary-Based Medical Text Analysis in Uzbek: Overcoming the Low-Resource Challenge

    Mengliev, D., Barakhnin, V., Eshkulov, M., Palvanov, B., Abdurakhmonova, N. & Khamraeva, S., 2023, 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 85-89 5 p. (2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  30. Utilizing Lexicographic Resources for Sentiment Classification in Uzbek Language

    Mengliev, D. B., Akhmedov, E. Y., Barakhnin, V. B., Hakimov, Z. A. & Alloyorov, O. M., 2023, Proceedings of the 2023 IEEE 16th International Scientific and Technical Conference Actual Problems of Electronic Instrument Engineering, APEIE 2023. Institute of Electrical and Electronics Engineers Inc., p. 1720-1724 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  31. 2022

  32. Determination of the Features of the Author’s Style of A.S. Pushkin’s Poems by Machine Learning Methods

    Barakhnin, V., Kozhemyakina, O. & Grigorieva, I., 1 Feb 2022, In: Applied Sciences (Switzerland). 12, 3, 1674.

    Research output: Contribution to journal › Article › peer-review

  33. Design and Development of Pipeline of Preprocessing Tools for Kazakh Language Texts

    Mansurova, M., Barakhnin, V. B., Madiyeva, G., Kadyrbek, N. & Dossanov, B., 2022, Human Language Technology. Challenges for Computer Science and Linguistics - 9th Language and Technology Conference, LTC 2019, Revised Selected Papers. Vetulani, Z., Paroubek, P. & Kubis, M. (eds.). Springer, p. 129-142 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13212 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  34. Self-Organization in Network Sociotechnical Systems

    Maltseva, S., Kornilov, V., Barakhnin, V. & Gorbunov, A., 2022, In: Complexity. 2022, 5714395.

    Research output: Contribution to journal › Review article › peer-review

  35. 2021

  36. Development of intellectual web system for morph analyzing of uzbek words

    Mengliev, D., Barakhnin, V. & Abdurakhmonova, N., 1 Oct 2021, In: Applied Sciences (Switzerland). 11, 19, 9117.

    Research output: Contribution to journal › Article › peer-review

  37. Named Entity Extraction Model Based on the Random Walk Method

    Mansurova, M., Barakhnin, V., Kyrgyzbayeva, M. & Kadyrbek, N., 28 Apr 2021, SIST 2021 - 2021 IEEE International Conference on Smart Information Systems and Technologies. Institute of Electrical and Electronics Engineers Inc., 9465992. (SIST 2021 - 2021 IEEE International Conference on Smart Information Systems and Technologies).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  38. Kaznewsdataset: Single country overall digital mass media publication corpus

    Yakunin, K., Kalimoldayev, M., Mukhamediev, R. I., Mussabayev, R., Barakhnin, V., Kuchin, Y., Murzakhmetov, S., Buldybayev, T., Ospanova, U., Yelis, M., Zhumabayev, A., Gopejenko, V., Meirambekkyzy, Z. & Abdurazakov, A., Mar 2021, In: Data. 6, 3, 31.

    Research output: Contribution to journal › Article › peer-review

  39. Technologies for automation creation of an ontology of urbanonyms in the aspect of historical changes (on the example of Almaty)

    Barakhnin, V., Mansurova, M., Dossanov, B. & Kyrgyzbayeva, M., 19 Jan 2021, In: Journal of Physics: Conference Series. 1727, 1, 012015.

    Research output: Contribution to journal › Conference article › peer-review

  40. Моделирование энергопотребления в социотехнических системах с интеллектуальным оборудованием

    Vladimir, B. B., Svetlana, M. V., Konstantin, D. V. & Vasily, K. V., 2021, In: Journal of Computational Technologies. 26, 6, p. 4-19 16 p., 1.

    Research output: Contribution to journal › Article › peer-review

  41. 2020

  42. Modelling of process information dissemination and its impact dynamics to mass consciousness

    Fedotov, A., Barakнnin, V., Murzakhmetov, A. & Milyuk, I., 15 Dec 2020, In: Journal of Theoretical and Applied Information Technology. 98, 23, p. 3691-3702 12 p.

    Research output: Contribution to journal › Article › peer-review

  43. Creation of a Dependency Tree for Sentences in the Kazakh Language

    Akhmed-Zaki, D., Mansurova, M., Kadyrbek, N., Barakhnin, V. & Misebay, A., 2020, Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Proceedings. Nguyen, N. T., Hoang, B. H., Huynh, C. P., Hwang, D., Trawinski, B. & Vossen, G. (eds.). Springer, p. 709-718 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12496 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  44. Development of Kazakh Named Entity Recognition Models

    Akhmed-Zaki, D., Mansurova, M., Barakhnin, V., Kubis, M., Chikibayeva, D. & Kyrgyzbayeva, M., 2020, Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Proceedings. Nguyen, N. T., Nguyen, N. T., Hoang, B. H., Huynh, C. P., Hwang, D., Trawinski, B. & Vossen, G. (eds.). Springer, p. 697-708 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12496 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  45. 2019

  46. Methods to identify the destructive information

    Barakhnin, V. B., Mukhamedyev, R. I., Mussabaev, R. R., Yu Kozhemyakina, O., Issayeva, A., Kuchin, Y. I., Murzakhmetov, S. B. & Yakunin, K. O., 4 Dec 2019, In: Journal of Physics: Conference Series. 1405, 1, 012004.

    Research output: Contribution to journal › Conference article › peer-review

  47. Word reordering algorithm for poetry analysis

    Barakhnin, V. B. & Pastushkov, I. S., 4 Dec 2019, In: Journal of Physics: Conference Series. 1405, 1, 012009.

    Research output: Contribution to journal › Conference article › peer-review

  48. Development and implementation of the algorithm for automatic analysis of metrorhythmic characteristics of Russian poetic texts

    Barakhnin, V., Kozhemyakina, O. & Kuznetsova, I., 1 Jan 2019, In: CEUR Workshop Proceedings. 2523, 1 p.

    Research output: Contribution to journal › Conference article › peer-review

  49. Named Entity Extraction from Semi-structured Data Using Machine Learning Algorithms

    Mansurova, M., Barakhnin, V., Khibatkhanuly, Y. & Pastushkov, I., 1 Jan 2019, Computational Collective Intelligence - 11th International Conference, ICCCI 2019, Proceedings. Nguyen, N. T., Chbeir, R., Exposito, E., Aniorté, P., Trawinski, B. & Nguyen, N. T. (eds.). Springer, p. 58-69 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11684 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  50. The design of the structure of the software system for processing text document corpus

    Barakhnin, V. B., Kozhemyakina, O. Y., Mukhamediev, R. I., Borzilova, Y. S. & Yakunin, K. O., 2019, In: Business Informatics. 13, 4, p. 60-72 13 p.

    Research output: Contribution to journal › Article › peer-review

  51. Проектирование информационной системы представления результатов комплексного анализа поэтических текстов

    Барахнин, В. Б., Kozhemyakina, O. Y. & Борзилова, Ю. С., 2019, In: Вестник Новосибирского государственного университета. Серия: Информационные технологии. 17, 1, p. 5-17 13 p.

    Research output: Contribution to journal › Article › peer-review

  52. 2018

  53. The algorithms for complex analysis of the corpuses of poetic texts in the Kazakh language

    Barakhnin, V. B., Kozhemyakina, O. Y., Bakiueva, A. M. & Sodboev, M. K., 27 Nov 2018, In: Journal of Physics: Conference Series. 1117, 1, 012003.

    Research output: Contribution to journal › Conference article › peer-review

  54. The automatic processing of the texts in natural language. Some bibliometric indicators of the current state of this research area

    Barakhnin, V. B., Duisenbayeva, A. N., Kozhemyakina, O. Y., Yergaliyev, Y. N. & Muhamedyev, R. I., 27 Nov 2018, In: Journal of Physics: Conference Series. 1117, 1, 9 p., 012001.

    Research output: Contribution to journal › Conference article › peer-review

  55. 2017

  56. Automated Determination of the Type of Genre and Stylistic Coloring of Russian Texts

    Barakhnin, V., Kozhemyakina, O. & Pastushkov, I., 2017, 2017 SEMINAR ON SYSTEMS ANALYSIS. Nikulchev, E. & Bubnov, G. (eds.). University of Lueneburg, Department of Economics and Social Sciences, Research Institute on Professions, Vol. 10. p. 02001 4 p. (ITM Web of Conferences; vol. 10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  57. Comparative analysis of methods of automated classification of poetic texts based on lexical signs

    Barakhnin, V. B., Kozhemyakina, O. Y. & Pastushkov, I. S., 2017, In: CEUR Workshop Proceedings. 2022, p. 252-257 6 p.

    Research output: Contribution to journal › Article › peer-review

  58. GIS-Technologies and mathematical simulation as tools for lightning-caused forest fire danger prediction

    Baranovskiy, N., Barakhnin, V. & Yankovich, E., 2017, In: CEUR Workshop Proceedings. 1839, p. 2-15 14 p.

    Research output: Contribution to journal › Article › peer-review

  59. Parallel text document clustering based on genetic algorithm

    Mansurova, M., Barakhnin, V., Aubakirov, S., Khibatkhanuly, Y. & Mussina, A., 2017, In: CEUR Workshop Proceedings. 1839, p. 218-232 15 p.

    Research output: Contribution to journal › Article › peer-review

  60. THE SOFTWARE SYSTEM FOR THE STUDY THE MORPHOLOGY OF THE KAZAKH LANGUAGE

    Barakhnin, V. B., Fedotov, A. M., Bakiyeva, A. M., Bakiyev, M. N., Tazhibayeva, S. Z., Batura, T. V., Kozhemyakina, O. Y., Tussupov, D. A., Sambetbaiyeva, M. A. & Lukpanova, L. K., 2017, ICPE 2017: INTERNATIONAL CONFERENCE ON PSYCHOLOGY AND EDUCATION. Malykh, SB. & Nikulchev, EV. (eds.). FUTURE ACAD, p. 18-27 10 p. (European Proceedings of Social and Behavioural Sciences; vol. 33).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

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