1. 2020
  2. RecVAE: A new variational autoencoder for top-n recommendations with implicit feedback

    Shenbin, I., Alekseev, A., Tutubalina, E., Malykh, V. & Nikolenko, S. I., 20 Jan 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 528-536 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  3. Recognizing preferred grammatical gender in russian anonymous online confessions

    Alekseev, A. & Nikolenko, S., 1 Jan 2020, Text, Speech, and Dialogue (TSD 2020). Springer Nature, p. 222-230 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12284).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  4. Ad lingua: Text classification improves symbolism prediction in image advertisements

    Savchenko, A., Alekseev, A., Kwon, S., Tutubalina, E., Myasnikov, E. & Nikolenko, S., 2020, Proceedings of the 28th International Conference on Computational Linguistics. p. 1886-1892

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  5. Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification

    Alekseev, A., Tutubalina, E., Malykh, V. & Nikolenko, S., 2020, In: Journal of Intelligent and Fuzzy Systems. 39, 2, p. 2487-2496 10 p.

    Research output: Contribution to journalArticlepeer-review

  6. 2019
  7. AspeRa: Aspect-based rating prediction model

    Nikolenko, S. I., Tutubalina, E., Malykh, V., Shenbin, I. & Alekseev, A., 2019, Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Proceedings. Mayr, P., Hauff, C., Stein, B., Fuhr, N., Azzopardi, L. & Hiemstra, D. (eds.). Springer Nature, p. 163-171 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11438 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  8. Wear the right head: Comparing strategies for encoding sentences for aspect extraction

    Malykh, V., Alekseev, A., Tutubalina, E., Shenbin, I. & Nikolenko, S., 2019, Analysis of Images, Social Networks and Texts - 8th International Conference, AIST 2019, Revised Selected Papers. van der Aalst, W. M. P., Batagelj, V., Ignatov, D. I., Kuskova, V., Kuznetsov, S. O., Lomazova, I. A., Khachay, M., Kutuzov, A., Loukachevitch, N., Napoli, A., Pardalos, P. M., Pelillo, M., Savchenko, A. V. & Tutubalina, E. (eds.). Springer Nature, p. 166-178 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11832 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  9. 2018
  10. Art critics and art producers: Interaction through the text

    Menshikova, A., Maglevanaya, D., Kuleva, M., Bogdanova, S. & Alekseev, A., 2018, Digital Transformation and Global Society - Third International Conference, DTGS 2018, Revised Selected Papers. Alexandrov, D. A., Kabanov, Y., Koltsova, O., Boukhanovsky, A. V. & Chugunov, A. V. (eds.). Springer Nature, p. 113-124 12 p. (Communications in Computer and Information Science; vol. 859).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  11. 2017
  12. Improving neural network models for natural language processing in Russian with synonyms

    Galinsky, R., Alekseev, A. & Nikolenko, S. I., 3 Apr 2017, Proceedings of the AINL FRUCT 2016 Conference. Filchenkov, A., Zizka, J., Pivovarova, L. & Balandin, S. (eds.). Institute of Electrical and Electronics Engineers Inc., 7891856. (Proceedings of the AINL FRUCT 2016 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  13. Predicting the age of social network users from user-generated texts with word embeddings

    Alekseev, A. & Nikolenko, S. I., 3 Apr 2017, Proceedings of the AINL FRUCT 2016 Conference.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  14. Word embeddings for user profiling in online social networks

    Alekseev, A. & Nikolenko, S., 1 Jan 2017, In: Computacion y Sistemas. 21, 2, p. 203-226 24 p.

    Research output: Contribution to journalArticlepeer-review

ID: 75529814