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  1. 2026

  2. Domain Knowledge and Language Embeddings for Low-Resource Multilingual Phoneme ASR

    Legchenko, A. & Bondarenko, I., 2026, Speech and Computer. Karpov, A. & Gosztolya, G. (eds.). Springer, p. 130-143 14 p. 10. (Lecture Notes in Computer Science; vol. 16188 LNCS).

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

  3. Environment-Agnostic IRM via Unsupervised Clustering and Adaptive Penalty Scaling

    Miron, B. & Bondarenko, I., 2026, Advances in Neural Computation, Machine Learning, and Cognitive Research IX. Kryzhanovsky, B., Dunin-Barkowski, W., Redko, V., Tiumentsev, Y. & Klimov, V. V. (eds.). Springer, p. 47-63 17 p. 5. (Studies in Computational Intelligence; vol. 1241 SCI).

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

  4. 2025

  5. Интеллектуальная вопросно-ответная система на основе интеграции генеративной нейросетевой модели языка и неструктурированной базы знаний

    Бондаренко, И., Дерунец, Р. А., Тикунов, Ф. В., Кулаков, М. Я., Мясникова, М. А., Бобровский, А. К., Прокопенко, В. А. & Ропперт, Е. И., 21 Jan 2025, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2025611584, 23 Dec 2024, Priority date 23 Dec 2024, Priority No. 2024693113

    Research output: Patent › Software registration

  6. 2024

  7. Wav2vec2 Without Attention: Do You Need Hopfield Networks for Self-Supervised Learning of Speech Representations?

    Grebenkin, D. & Bondarenko, I., Oct 2024, In: Journal of Mathematical Sciences (United States). 285, 1, p. 28-35 8 p.

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

  8. Система распознавания речевых команд в клиент-серверной архитектуре на базе глубоких нейросетей с возможностью быстрой (без обучения) адаптации под специализированные словари команд

    Бондаренко, И., Мартиросян, С. А., Гребенкин, Д. В., Кондрашук, В. В., Болдинов, А. К. & Паульс, А. Е., 5 Feb 2024, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2024612715, 22 Jan 2024, Priority date 22 Jan 2024, Priority No. 2024610873

    Research output: Patent › Software registration

  9. 2023

  10. Safe Pretraining of Deep Language Models in a Synthetic Pseudo-Language

    Gorbacheva, T. E. & Bondarenko, I. Y., Dec 2023, In: Doklady Mathematics. 108, Suppl 2, p. S494-S502 9 p.

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

  11. 2022

  12. Contrastive fine-tuning to improve generalization in deep NER

    Bondarenko, I., 15 Jun 2022, In: Komp'juternaja Lingvistika i Intellektual'nye Tehnologii. 21, p. 70-80 11 p., 8.

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

  13. 2021

  14. More layers! End-to-end regression and uncertainty on tabular data with deep learning

    Бондаренко, И., 7 Dec 2021, 12 p. (arXiv)

    Research output: Book/Report › Preprint

  15. Масштабируемая система автоматического распознавания русской разговорной речи ASR-NSU-AI

    Тучинов, Б. Н., Бондаренко, И. Ю., Павловский, Е. Н., Носенко, Д. И., Кучуганова, С. Е. & Баушенко, М. А., 12 May 2021, Редакционно-издательский центр НГУ, Patent No. 46, Priority date 29 Apr 2021

    Research output: Patent › Know-how registration

  16. Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition

    Yakovenko, O. & Bondarenko, I., 2021, Recent Trends in Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Revised Supplementary Proceedings. van der Aalst, W. M., Batagelj, V., Buzmakov, A., Ignatov, D. I., Kalenkova, A., Khachay, M., Koltsova, O., Kutuzov, A., Kuznetsov, S. O., Lomazova, I. A., Loukachevitch, N., Makarov, I., Napoli, A., Panchenko, A., Pardalos, P. M., Pelillo, M., Savchenko, A. V. & Tutubalina, E. (eds.). Springer, p. 115-126 12 p. (Communications in Computer and Information Science; vol. 1357 CCIS).

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

  17. 2020

  18. Система определения мнений из открытых источников

    Тучинов, Б. Н., Pavlovskiy, E., Бондаренко, И. & Паульс, А. Е., 29 Dec 2020, Редакционно-издательский центр НГУ, Patent No. 45, Priority date 28 Dec 2020

    Research output: Patent › Know-how registration

  19. Using Few-Shot Learning Techniques for Named Entity Recognition and Relation Extraction

    Bondarenko, I., Berezin, S., Pauls, A., Batura, T., Rubtsova, Y. & Tuchinov, B., 14 Nov 2020, Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020. Novosibirsk, Russia: Institute of Electrical and Electronics Engineers Inc., p. 58-65 8 p. 9303192. (Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020).

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

  20. Convolutional Variational Autoencoders for Audio Feature Representation in Speech Recognition Systems

    Yakovenko, O. & Bondarenko, I., 2020, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Martín-Vide, C., Vega-Rodríguez, M. A. & Yang, M-S. (eds.). Springer, p. 54-66 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12494 LNCS).

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

  21. 2019

  22. Система определения автоответчика и гендера (пола) по аудиозаписям телефонного разговора

    Бондаренко, И., Яковенко, О. С., Дедов, Е. И., Гребенкин, Д. В., Павловский, Е. Н. & Тучинов, Б. Н., 4 Dec 2019, Редакционно-издательский центр НГУ, Patent No. 32, Priority date 3 Dec 2019

    Research output: Patent › Know-how registration

  23. Классификация интентов на основе байесовских нейронных сетей

    Бондаренко, И., Oct 2019, p. 165-168. 4 p.

    Research output: Contribution to conference › Abstract › peer-review

  24. Component-based approach to automatic poetry generation

    Мосолова, А. В., Бондаренко, И., Гусев, П. А., Малышева, А. Д., Водолазский, Д. И. & Боровикова, М. Н., 2019, Computational Linguistics and Intellectual Technologies: Papers from the Annual International Conference “Dialogue” (2019). Селегей, В. П. (ed.). Москва, Vol. 18.

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

  25. 2018

  26. Conditional Random Fields for Metaphor Detection

    Мосолова, А. В., Бондаренко, И. & Фомин, В. В., Oct 2018, Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018. Klebanov, B. B., Shutova, E., Lichtenstein, P., Muresan, S. & Leong, C. W. (eds.). New Orleans, Louisiana: Association for Computational Linguistics, p. 121-123 3 p. (Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018).

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

  27. Algorithms for Automatic Accentuation and Transcription of Russian Texts in Speech Recognition Systems

    Yakovenko, O., Bondarenko, I., Borovikova, M. & Vodolazsky, D., 1 Jan 2018, Speech and Computer - 20th International Conference, SPECOM 2018, Proceedings. Karpov, A., Jokisch, O. & Potapova, R. (eds.). Springer, p. 768-777 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11096 LNAI).

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

  28. A study of machine learning algorithms applied to GIS queries spelling correction

    Fomin, V. V. & Bondarenko, I. Y., 1 Jan 2018, In: Komp'juternaja Lingvistika i Intellektual'nye Tehnologii. 2018-May, 17, p. 185-199 15 p.

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

  29. A study of machine learning algorithms applied to gis queries spelling correction

    Fomin, V. V. & Bondarenko, I. Y., 2018, In: Komp'juternaja Lingvistika i Intellektual'nye Tehnologii. 17, p. 200-210 11 p.

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

  30. Text augmentation for neural networks

    Mosolova, A. V., Fomin, V. V. & Bondarenko, I. Y., 2018, In: CEUR Workshop Proceedings. 2268, p. 104-109 6 p.

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

ID: 16345484