- Natural Language Processing.- Determination of the Number of Topics Intrinsically: Is It Possible?.- Sentence Difficulty in Three Languages: Russian Dataset compared to Italian and English.- Machine Translation Models Stand Strong in the Face of Adversarial Attacks.- Whether Large Language Models Learn at the Inference Stage?.- Machine Translation for Russian-Khakas language pair: translation results in low-resource setting.- Automatic aspect extraction from scientific texts.- User Review Summarization in Russian.

- Tuning-free Discriminative Nearest Neighbor Few-shot Intent Detection via Consecutive Knowledge Transfer.- Prompt-tuning for Targeted Sentiment Analysis in Russian.- On the Way to Controllable Text Summarization in Russian.- Document-level relation extraction in Russian.- The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends.- Computer Vision.- Interactive Image Segmentation with Superpixel Propagation.- Gesture recognition on video data.

- Semantic-aware GAN Manipulations for Human Face Editing.- Learning facial expression recognition in-the-wild from synthetic data based on an ensemble of lightweight neural networks.- Acne recognition: training models with experts.- Data Analysis and Machine Learning.- Application of Multimodal Machine Learning for Image Recommendation Systems.- Data-Driven Approach for Identifying Functional State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis.- Network Analysis.- Approximate Density Computation for OA-biclustering.

- Theoretical Machine Learning and Optimization.- Distributed Bayesian Coresets.- Demo Paper.- Development of a visualization tool for the occurrence of life events on the demographic Lexis grid.