Accepted Papers

Note that the titles/authors may change and papers may be withdrawn. For the final titles/authors, please refer to the proceedings when they are out.

Data Analysis and Machine Learning


Depression Detection by Person’s Voice
Evgeniya Zavorina and Ilya Makarov

Scalable computation of prediction intervals for neural networks with matrix sketching
Alexander Fishkov and Maxim Panov

Application of data analysis methods to optimize the operation of a multifunctional service center
Ekaterina Kasatkina and Daiana Vavilova


Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling
Kirill Fedyanin, Evgenii Tsymbalov and Maxim Panov

Learning to Generate Synthetic Training Data using Gradient Matching and Implicit Differentiation
Dmitry Medvedev and Alexander Dyakonov

Computer Vision


Group-level Affect Recognition in Video using Deviation of Frame Features
Andrey Savchenko, Lyudmila Savchenko and Natalya Belova

Data dimension reduction technique based on preservation of Hellinger divergence
Evgeny Myasnikov

Development of a method for iris-based person recognition using convolutional neural networks
Yulia Ganeeva and Evgeny Myasnikov

Outfit Recommendation Using Visual Similarity
Diana Zagidullina and Ilya Makarov


Transformer-based Deep Reinforcement Learning in VizDoom
Vitalii Sopov and Ilya Makarov

Text CAPTCHA Traversal via Knowledge Distillation of Convolutional Neural Networks: Exploring the Impact of Color Channels Selection
Valery Terekhov, Valery Chernenky and Denis Ishkov

Analysis of thresholding methods for the segmentation of brain vessels
Alexey Kruzhalov and Andrey Philippovich

Natural Language Processing


Near-Zero-Shot Suggestion Mining with a Little Help from WordNet
Anton Alekseev, Elena Tutubalina, Sejeong Kwon and Sergey Nikolenko

Building a Bilingual QA-system with ruGPT-3
Tatiana Shavrina, Dina Pisarevskaya and Valentin Malykh

Jokingbird: Funny Headline Generation for News
Nikita Login, Alexander Baranov and Pavel Braslavski

Learning to Rank with Capsule Neural Networks
Anna Nesterenko and Anastasia Ianina

Transformers for online social network language modelling
Ilia Karpov and Nick Kartashev

Multilingual Embeddings for Clustering Cultural Events
Maria Kunilovskaya and Elizaveta Kuzmenko

Lexicon-based Methods vs. BERT for Text Sentiment Analysis
Anastasia Kotelnikova, Danil Paschenko, Klavdiya Bochenina and Evgeny Kotelnikov

Sculpting enhanced dependencies for Belarusian
Yana Shishkina and Olga Lyashevskaya

Improving morpheme segmentation using BERT embeddings
Alexey Sorokin

Selection of pseudo-annotated data for adverse drug reaction classification across drug groups
Ilseyar Alimova and Elena Tutubalina

Building a Combined Morphological Model for Russian Word Forms
Elena Bolshakova and Alexander Sapin

Training dataset and dictionary sizes matter in BERT models: the case of Baltic languages
Matej Ulčar and Marko Robnik-Šikonja


Language-free regular expression search of document’s references
Aleksandr Ogaltsov

Extracting Software Requirements from Unstructured Documents
Vladimir Ivanov, Andrey Sadovykh, Alexandr Naumchev, Alessandra Bagnato and Kirill Yakovlev

Call Larisa Ivanovna: Code-Mixing Fools Multilingual NLU Models
Alexey Birshert and Ekaterina Artemova

Continuous prompt tuning for Russian: how to learn prompts efficiently with RuGPT3?
Nikita Konodyuk and Maria Tikhonova

Context-based text-graph embeddings in word-sense induсtion tasks
Leonid Sherstyuk and Ilya Makarov

Does BERT look at sentiment lexicon?
Elena Razova, Sergey Vychegzhanin and Evgeny Kotelnikov

Social Network Analysis


Multimodal space of users’ interests and preferences in social networks
Evgeniia Shchepina, Evgeniia Egorova, Pavel Fedotov and Anatoliy Surikov

Research Papers Recommendation
Olga Gerasimova, Anna Lapidus and Ilya Makarov

Citation network applications in scientific co-authorship recommender system
Vladislav Tishin, Artyom Sosedka, Peter Ibragimov and Vadim Porvatov


A method for identifying bridges in online social networks
Andrey Rabchevskiy, Victor Zayakin and Evgeny Rabchevskiy

Agent-based model for estimation of collective emotionsin social networks
Kirill Polevoda, Anatoliy Surikov and Dmitriy Tsarev

Theoretical Machine Learning and Optimization


How Fast Can the Uniform Capacitated Facility Location Problem Be Solved on Path Graphs
Alexander Ageev, Edward Gimadi and Alexandr Shtepa

A Local Search Algorithm for the Biclustering Problem
Tatyana Levanova and Ivan Khmara

On a weakly supervised classification problem
Vladimir Berikov, Alexander Litvinenko, Igor Pestunov and Yuri Sinyavsky


Neural architecture search with structure complexity control
Konstantin Yakovlev, Olga Grebenkova, Oleg Bakhteev and Vadim Strijov

On several edge-disjoint MSTs with given diameter in undirected graph with exponentially distributed edge weights
Edward Gimadi, Alexandr Shtepa and Aleksandr Shevyakov

On the Pareto-optimal Solutions in the Multimodal Clustering Problem
Mikhail Bogatyrev, Dmitry Orlov and Tatiana Shestaka