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Note that the titles/authors may change and papers may be withdrawn.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
LNCS
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
CCIS
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
LNCS
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
CCIS
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
LNCS
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
CCIS
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
LNCS
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
CCIS
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
LNCS
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
CCIS
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