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  1. 2021

  2. 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

  3. 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

  4. 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

  5. 2020

  6. 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

  7. 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

  8. 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

  9. 2019

  10. 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

  11. Классификация интентов на основе байесовских нейронных сетей

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

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

  12. 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

  13. 2018

  14. 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

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