| 2021 | RANLP | Behavior of Modern Pre-trained Language Models Using the Example of Probing Tasks. | Ekaterina Kalyaeva, Oleg Durandin, Alexey Malafeev |
| 2020 | AIST | Emotion Classification in Russian: Feature Engineering and Analysis. | Marina Kazyulina, Aleksandr Babii, Alexey Malafeev |
| 2019 | AIST | Adapting the Graph2Vec Approach to Dependency Trees for NLP Tasks. | Oleg Durandin, Alexey Malafeev |
| 2019 | AIST | A Deep Learning Method Study of User Interest Classification. | Alexey Malafeev, Kirill Nikolaev |
| 2019 | AIST | Morpheme Segmentation for Russian: Evaluation of Convolutional Neural Network Models. | Lyudmila Maltina, Alexey Malafeev |
| 2019 | AIST | Authorship Attribution in Russian with New High-Performing and Fully Interpretable Morpho-Syntactic Features. | Elena Pimonova, Oleg Durandin, Alexey Malafeev |
| 2018 | AIST | Automatic Morphemic Analysis of Russian Words. | Lyudmila Maltina, Alexey Malafeev |
| 2018 | AIST | Russian Q&A Method Study: From Naive Bayes to Convolutional Neural Networks. | Kirill Nikolaev, Alexey Malafeev |
| 2018 | AIST | Aspect-Based Sentiment Analysis of Russian Hotel Reviews. | Valery Rybakov, Alexey Malafeev |
| 2017 | AIST | SyntaxNet Errors from the Linguistic Point of View. | Oleg Durandin, Alexey Malafeev, Nikolai Yu. Zolotykh |
| 2017 | AIST | Development of a Model to Predict Intention Using Deep Learning. | Nikolay Karpov, Alexander Demidovskij, Alexey Malafeev |
| 2017 | AIST | Russian-Language Question Classification: A New Typology and First Results. | Kirill Nikolaev, Alexey Malafeev |
| 2014 | AIST | Automatic Generation of Text-Based Open Cloze Exercises. | Alexey Malafeev |