Olga Kolesnikova

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Olga Kolesnikova

Research Professor, Ph.D. in Computer Science

 https://orcid.org/0000-0002-1307-1647

  • Mexico

Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
20102023

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  • 2022

    Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages

    Tonja, A. L., Kolesnikova, O., Arif, M., Gelbukh, A. & Sidorov, G., 2022, Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings. Pichardo Lagunas, O., Martínez Seis, B. & Martínez-Miranda, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 30-40 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13613 LNAI).

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

    4 Scopus citations

  • The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation

    Belay, T. D., Tonja, A. L., Kolesnikova, O., Yimam, S. M., Ayele, A. A., Haile, S. B., Sidorov, G. & Gelbukh, A., 2022, 2022 International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2022. Alemneh, E., Nigussie, E. & Mekuria, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 84-89 6 p. (2022 International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2022).

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

    Open Access
    3 Scopus citations

  • Urdu Named Entity Recognition with Attention Bi-LSTM-CRF Model

    Ullah, F., Ullah, I. & Kolesnikova, O., 2022, Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings. Pichardo Lagunas, O., Martínez Seis, B. & Martínez-Miranda, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-17 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13613 LNAI).

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

    1 Scopus citations
  • 2021

    Virality Prediction for News Tweets Using RoBERTa

    Maldonado-Sifuentes, C. E., Angel, J., Sidorov, G., Kolesnikova, O. & Gelbukh, A., 2021, Advances in Soft Computing - 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Proceedings. Batyrshin, I., Gelbukh, A. & Sidorov, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 81-95 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13068 LNAI).

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

    3 Scopus citations
  • 2019

    Lexical Function Identification Using Word Embeddings and Deep Learning

    Hernández-Miranda, A., Gelbukh, A. & Kolesnikova, O., 1 Jan 2019, Advances in Soft Computing - 18th Mexican International Conference on Artificial Intelligence, MICAI 2019, Proceedings. Martínez-Villaseñor, L., Batyrshin, I. & Marín-Hernández, A. (eds.). Springer, p. 77-86 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11835 LNAI).

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

  • 2018

    Binary and multi-class classification of lexical functions in Spanish verb-noun collocations

    Kolesnikova, O. & Gelbukh, A., 2018, Advances in Computational Intelligence - 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, Proceedings. González-Mendoza, M., Castro, F. & Miranda-Jiménez, S. (eds.). Springer Verlag, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10633 LNAI).

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

    1 Scopus citations

  • Exploring the context of lexical functions

    Kolesnikova, O. & Gelbukh, A., 2018, Advances in Computational Intelligence - 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Proceedings. Batyrshin, I., de Lourdes Martínez-Villaseñor, M. & Ponce Espinosa, H. E. (eds.). Springer Verlag, p. 57-69 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11289 LNAI).

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

    2 Scopus citations
  • 2017

    Characteristics of most frequent spanish verb-noun combinations

    Kolesnikova, O. & Gelbukh, A., 2017, Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings. Herrera-Alcantara, O. & Sidorov, G. (eds.). Springer Verlag, p. 27-40 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10061 LNAI).

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

  • 2015

    Measuring non-compositionality of verb-noun collocations using lexical functions and wordnet hypernyms

    Kolesnikova, O. & Gelbukh, A., 2015, Advances in Artificial Intelligence and Its Applications - 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Proceedings. Alcántara, O. H., Lagunas, O. P. & Figueroa, G. A. (eds.). Springer Verlag, p. 3-25 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9414).

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

    2 Scopus citations
  • 2010

    Supervised learning for semantic classification of spanish collocations

    Gelbukh, A. & Kolesnikova, O., 2010, Advances in Pattern Recognition - Second Mexican Conference on Pattern Recognition, MCPR 2010, Proceedings. p. 362-371 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6256 LNCS).

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

    Open Access
    9 Scopus citations

  • Supervised machine learning for predicting the meaning of verb-noun combinations in Spanish

    Kolesnikova, O. & Gelbukh, A., 2010, Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 2 ed. p. 196-207 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6438 LNAI, no. PART 2).

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

    Open Access
    4 Scopus citations