| 2022 | FRUCT | Topical Text Classification of Russian News: a Comparison of BERT and Standard Models. | Ksenia V. Lagutina |
| 2021 | FRUCT | A Survey of Models for Constructing Text Features to Classify Texts in Natural Language. | Ksenia V. Lagutina, Nadezhda S. Lagutina |
| 2021 | FRUCT | Authorship Verification of Literary Texts with Rhythm Features. | Ksenia V. Lagutina, Nadezhda S. Lagutina, Elena I. Boychuk, Vladislav Larionov, Ilya V. Paramonov |
| 2020 | FRUCT | The Influence of Different Stylometric Features on the Classification of Prose by Centuries. | Ksenia V. Lagutina, Nadezhda S. Lagutina, Elena I. Boychuk, Ilya V. Paramonov |
| 2020 | FRUCT | Automatic Extraction of Rhythm Figures and Analysis of Their Dynamics in Prose of 19th-21st Centuries. | Ksenia V. Lagutina, Anatoliy Y. Poletaev, Nadezhda S. Lagutina, Elena I. Boychuk, Ilya V. Paramonov |
| 2019 | AIST | Automated Approach to Rhythm Figures Search in English Text. | Elena I. Boychuk, Inna A. Vorontsova, Elena Shliakhtina, Ksenia V. Lagutina, Olga Belyaeva |
| 2019 | FRUCT | A Survey on Stylometric Text Features. | Ksenia V. Lagutina, Nadezhda S. Lagutina, Elena I. Boychuk, Inna A. Vorontsova, Elena Shliakhtina, Olga Belyaeva, Ilya V. Paramonov, P. G. Demidov |
| 2019 | FRUCT | Sentiment Classification into Three Classes Applying Multinomial Bayes Algorithm, N-Grams, and Thesaurus. | Ksenia V. Lagutina, Vladislav Larionov, Vladislav Petryakov, Nadezhda S. Lagutina, Ilya V. Paramonov, Ivan Shchitov |
| 2018 | AIST | Automated Analysis of Micro-contexts of Word for Construction of Its Lexicographic Description. | Nadezhda S. Lagutina, Yuliya Tsofina, Ilya V. Paramonov, Ksenia V. Lagutina, Natalia Kasatkina |
| 2018 | FRUCT | Sentiment Classification of Russian Texts Using Automatically Generated Thesaurus. | Ksenia V. Lagutina, Vladislav Larionov, Vladislav Petryakov, Nadezhda S. Lagutina, Ilya V. Paramonov |
| 2017 | AIST | Applicability of Automatically Generated Thesauri to Text Classification in Specific Domains. | Ksenia V. Lagutina, Ivan Shchitov, Nadezhda S. Lagutina, Ilya V. Paramonov |
| 2017 | FRUCT | Sentiment classification of long newspaper articles based on automatically generated thesaurus with various semantic relationships. | Ivan Shchitov, Ksenia V. Lagutina, Nadezhda S. Lagutina, Ilya V. Paramonov |
| 2017 | FRUCT | A survey on thesauri application in automatic natural language processing. | Ivan Shchitov, Ksenia V. Lagutina, Nadezhda S. Lagutina, Ilya V. Paramonov, Andrey Vasilyev |
| 2016 | FRUCT | Analysis of relation extraction methods for automatic generation of specialized thesauri: Prospect of hybrid methods. | Ksenia V. Lagutina, Eldar Mamedov, Nadezhda S. Lagutina, Ilya V. Paramonov, Ivan Shchitov |
| 2015 | FRUCT | Mobile apps for stimulating healthy life: walky doggy reference example. | Denis Laure, Oleg S. Medvedev, Sergey I. Balandin, Ksenia V. Lagutina |