| 2021 | Depression Detection by Person's Voice. | Evgeniya Zavorina, Ilya Makarov |
| 2021 | Outfit Recommendation using Graph Neural Networks via Visual Similarity. | Diana Zagidullina, Ilya Makarov |
| 2021 | Neural Architecture Search with Structure Complexity Control. | Konstantin D. Yakovlev, Olga S. Grebenkova, Oleg Yu. Bakhteev, Vadim V. Strijov |
| 2021 | Training Dataset and Dictionary Sizes Matter in BERT Models: The Case of Baltic Languages. | Matej Ulcar, Marko Robnik-Sikonja |
| 2021 | On Georgian Text Processing Toolkit Development. | Magda Tsintsadze, Manana Khachidze, Maia Archuadze |
| 2021 | Citation Network Applications in a Scientific Co-authorship Recommender System. | Vladislav Tishin, Artyom Sosedka, Peter Ibragimov, Vadim Porvatov |
| 2021 | Text CAPTCHA Traversal via Knowledge Distillation of Convolutional Neural Networks: Exploring the Impact of Color Channels Selection. | Valery Terekhov, Valery Chernenky, Denis Ishkov |
| 2021 | Improving Morpheme Segmentation Using BERT Embeddings. | Alexey Sorokin |
| 2021 | Transformer-Based Deep Reinforcement Learning in VizDoom. | Vitalii Sopov, Ilya Makarov |
| 2021 | Sculpting Enhanced Dependencies for Belarusian. | Yana Shishkina, Olga Lyashevskaya |
| 2021 | Context-Based Text-Graph Embeddings in Word-Sense Induction Tasks. | Leonid Sherstyuk, Ilya Makarov |
| 2021 | Multimodal Space of Users' Interests and Preferences in Social Networks. | Evgeniia Shchepina, Evgeniia Egorova, Pavel Fedotov, Anatoliy Surikov |
| 2021 | Building a Bilingual QA-system with ruGPT-3. | Tatiana Shavrina, Dina Pisarevskaya, Valentin Malykh |
| 2021 | Group-Level Affect Recognition in Video Using Deviation of Frame Features. | Andrey V. Savchenko, Lyudmila V. Savchenko, Natalya S. Belova |
| 2021 | Does BERT Look at Sentiment Lexicon? | Elena V. Razova, Sergey V. Vychegzhanin, Evgeny V. Kotelnikov |
| 2021 | A Method for Identifying Bridges in Online Social Networks. | Andrey N. Rabchevskiy, Victor S. Zayakin, Evgeny A. Rabchevskiy |
| 2021 | Agent-Based Model for Estimation of Collective Emotions in Social Networks. | Kirill Polevoda, Dmitriy Tsarev, Anatoliy Surikov |
| 2021 | Language-Free Regular Expression Search of Document's References. | Aleksandr Ogaltsov |
| 2021 | An Intelligent Web-Service for Automatic Concept Map Generation. | Aliya Nugumanova, Yerzhan Baiburin, Kurmash Apayev |
| 2021 | Taxonomy Enrichment with Text and Graph Vector Representation. | Irina Nikishina |
| 2021 | Learning to Rank with Capsule Neural Networks. | Anna Nesterenko, Anastasia Ianina |
| 2021 | Data Dimensionality Reduction Technique Based on Preservation of Hellinger Divergence. | Evgeny Myasnikov |
| 2021 | Learning to Generate Synthetic Training Data Using Gradient Matching and Implicit Differentiation. | Dmitry Medvedev, Alexander D'yakonov |
| 2021 | Jokingbird: Funny Headline Generation for News. | Nikita Login, Alexander Baranov, Pavel Braslavski |
| 2021 | A Local Search Algorithm for the Biclustering Problem. | Tatyana Levanova, Ivan Khmara |