| Topic modelling with NMF vs. expert topic annotation: The case study of Russian fiction T Sherstinova, O Mitrofanova, T Skrebtsova, E Zamiraylova, M Kirina Mexican International Conference on Artificial Intelligence, 134-151, 2020 | 23 | 2020 |
| Towards Automatic Modelling of Thematic Domains of a National Literature: Technical Issues in the Case of Russian T Sherstinova, A Moskvina, M Kirina 2021 29th Conference of Open Innovations Association (FRUCT), 313-323, 2021 | 6 | 2021 |
| Topic Modeling of Literary Texts Using LDA: on the Influence of Linguistic Preprocessing on Model Interpretability T Sherstinova, A Moskvina, M Kirina, I Zavyalova, A Karysheva, ... 2022 31st Conference of Open Innovations Association (FRUCT), 305-312, 2022 | 4 | 2022 |
| Normalization Issues in Digital Literary Studies: Spelling, Literary Themes and Biographical Description of Writers T Sherstinova, M Kirina International Conference on Digital Transformation and Global Society, 332-346, 2021 | 3 | 2021 |
| Defining Kinds of Violence in Russian Short Stories of 1900-1930: A Case of Topic Modelling With LDA and PCA. E Gryaznova, M Kirina IMS, 281-290, 2021 | 2 | 2021 |
| Sentiment Analysis of Literary Texts vs. Reader's Emotional Responses T Sherstinova, A Moskvina, M Kirina, A Karysheva, E Kolpashchikova, ... 2023 33rd Conference of Open Innovations Association (FRUCT), 243-249, 2023 | 1 | 2023 |
| Opinion Mining for Modeling User Experience of Online Education: Sentiment Analysis and Keywords Extraction of Student Reviews A Moskvina, M Kirina, A Gavrilyuk 2022 32nd Conference of Open Innovations Association (FRUCT), 187-195, 2022 | 1 | 2022 |
| Сравнение тематических моделей на основе LDA, STM и NMF для качественного анализа русской художественной прозы малой формы МА Кирина Вестник Новосибирского государственного университета. Серия: Лингвистика и …, 2022 | 1 | 2022 |
| Автоматическая оценка впечатлений обучающихся методами анализа тональности (на материале отзывов на онлайн-курсы на русском и английском) МА Кирина, ЛД Тельнина Цифровая гуманитаристика и технологии в образовании (DHTE 2022), 355-374, 2022 | 1 | 2022 |
| КОРПУС РУССКОГО РАССКАЗА КАК БАЗА ДЛЯ ПРОВЕДЕНИЯ СОЦИОЛИНГВИСТИЧЕСКИХ ИССЛЕДОВАНИЙ РУССКОЙ ЛИТЕРАТУРЫ ТЮ Шерстинова, МА Кирина, ЯК Хлусова Сибирский федеральный университет КОНФЕРЕНЦИЯ: ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ В …, 2023 | | 2023 |
| Topic modeling of the Russian short stories of 1900–1930s: the most frequent topics and their dynamics T Sherstinova, A Moskvina, M Kirina, A Karysheva, E Kolpashchikova Москва 15, 18, 2022 | | 2022 |
