Invited Papers
Making ML Models Fairer through Explanations: the Case of LimeOut
RuREBus: a Case Study of Joint Named Entity Recognition and Relation Extraction from e-Government Domain
On Interpretability and Similarity in Concept-Based Machine Learning
Natural Language Processing
DaNetQA: a yes/no Question Answering Dataset for the Russian Language
Do Topics Make a Metaphor? Topic Modeling for Metaphor Identification and Analysis in Russian
Metagraph-Based Approach for Neural Text Question Generation
Abstractive Summarization of Russian News Learning on Quality Media
RST Discourse Parser for Russian: an Experimental Study of Deep Learning Models
A Comparative Study of Feature Types for Age-Based Text Classification
Emotion Classification in Russian: Feature Engineering and Analysis
Generating Sport Summaries: A Case Study for Russian
Automatic Generation of Annotated Collection for Recognition of Sentiment Frames
ELMo and BERT in Semantic Change Detection for Russian
BERT for Sequence-to-Sequence Multi-Label Text Classification
Computer Vision
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans
Identifying User Interests and Habits Using Object Detection and Semantic Segmentation Models
Semi-Automatic Manga Colorization Using Conditional Adversarial Networks
Automated Image and Video Quality Assessment for Computational Video Editing
An Ensemble-based Classifier of Photographs of Commercial Buildings Facades
Social Network Analysis
Linking Friends in Social Networks using HashTag Attributes
Emotional Analysis of Russian Texts Using Emojis in Social Networks
Community Detection Based on the Nodes Role in a Network: the Telegram Platform Case
Study Of Strategies For Disseminating Information In Social Networks Using Simulation Tools
Data Analysis and Machine Learning
Advanced Data Recognition Technique for Real-Time and Monitoring Systems
Human Action Recognition for Boxing Training Simulator
Bayesian Filtering in a Latent Space to Predict Bank Net Income from Acquiring
Gradient-Based Adversarial Attacks on Categorical Sequence Models via Traversing an Embedded World
Russia on the Global Artificial Intelligence Scene
New Properties Of The Data Distillation Method When Working With Tabular Data
Unsupervised Anomaly Detection for Semi-Structured Sequence Healthcare Data
Theoretical Machine Learning and Optimization
Lower Bound Polynomial Fast Procedure for the Resource-Constrained Project Scheduling Problem Tested on PSPLIB Instances
Fast Approximation Algorithms for Stabbing Special Families of Line Segments with Equal Disks
Process Mining
Checking Conformance between Colored Petri Nets and Event Logs
Data and Reference Semantic-Based Simulator of DB-nets with the Use of Renew Tool.