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10th AIST 2021: Tbilisi, Georgia
- Evgeny Burnaev
, Dmitry I. Ignatov
Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Selected Papers. Lecture Notes in Computer Science 13217, Springer 2022, ISBN 978-3-031-16499-6
Invited Papers
- Magda Tsintsadze
On Georgian Text Processing Toolkit Development. 3-8 - Irina Nikishina
Taxonomy Enrichment with Text and Graph Vector Representation. 9-19
Natural Language Processing
- Anton Alekseev
Near-Zero-Shot Suggestion Mining with a Little Help from WordNet. 23-36 - Ilseyar Alimova, Elena Tutubalina
Selection of Pseudo-Annotated Data for Adverse Drug Reaction Classification Across Drug Groups. 37-44 - Elena I. Bolshakova
Building a Combined Morphological Model for Russian Word Forms. 45-55 - Ilia Karpov
SocialBERT - Transformers for Online Social Network Language Modelling. 56-70 - Anastasia Kotelnikova
Lexicon-Based Methods vs. BERT for Text Sentiment Analysis. 71-83 - Maria Kunilovskaya
Multilingual Embeddings for Clustering Cultural Events. 84-96 - Nikita Login
Jokingbird: Funny Headline Generation for News. 97-109 - Anna Nesterenko
Learning to Rank with Capsule Neural Networks. 110-123 - Tatiana Shavrina
Building a Bilingual QA-system with ruGPT-3. 124-136 - Yana Shishkina, Olga Lyashevskaya:
Sculpting Enhanced Dependencies for Belarusian. 137-147 - Alexey Sorokin
Improving Morpheme Segmentation Using BERT Embeddings. 148-161 - Matej Ulcar
Training Dataset and Dictionary Sizes Matter in BERT Models: The Case of Baltic Languages. 162-172
Computer Vision
- Yulia Ganeeva, Evgeny Myasnikov
Development of a Method for Iris-Based Person Recognition Using Convolutional Neural Networks. 175-189 - Evgeny Myasnikov
Data Dimensionality Reduction Technique Based on Preservation of Hellinger Divergence. 190-198 - Andrey V. Savchenko
Group-Level Affect Recognition in Video Using Deviation of Frame Features. 199-207 - Diana Zagidullina, Ilya Makarov
Outfit Recommendation using Graph Neural Networks via Visual Similarity. 208-222
Data Analysis and Machine Learning
- Alexander Fishkov, Maxim Panov:
Scalable Computation of Prediction Intervals for Neural Networks via Matrix Sketching. 225-238 - Ekaterina Kasatkina
Application of Data Analysis Methods for Optimizing the Multifunctional Service Center Operation. 239-249 - Evgeniya Zavorina, Ilya Makarov
Depression Detection by Person's Voice. 250-262
Social Network Analysis
- Olga Gerasimova
Research Papers Recommendation. 265-279 - Evgeniia Shchepina
Multimodal Space of Users' Interests and Preferences in Social Networks. 280-292 - Vladislav Tishin, Artyom Sosedka, Peter Ibragimov, Vadim Porvatov:
Citation Network Applications in a Scientific Co-authorship Recommender System. 293-299
Theoretical Machine Learning and Optimization
- Alexander A. Ageev
How Fast Can the Uniform Capacitated Facility Location Problem Be Solved on Path Graphs. 303-314 - Vladimir B. Berikov
On a Weakly Supervised Classification Problem. 315-329 - Tatyana Levanova
A Local Search Algorithm for the Biclustering Problem. 330-344
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