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ORCID10th AIST 2021: Tbilisi, Georgia
- Evgeny Burnaev
, Dmitry I. Ignatov, Sergei Ivanov, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina:
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, Manana Khachidze, Maia Archuadze:
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, Elena Tutubalina, Sejeong Kwon, Sergey I. Nikolenko:
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, Alexander S. Sapin:
Building a Combined Morphological Model for Russian Word Forms. 45-55 - Ilia Karpov, Nick Kartashev:
SocialBERT - Transformers for Online Social Network Language Modelling. 56-70 - Anastasia Kotelnikova, Danil Paschenko, Klavdiya Bochenina, Evgeny V. Kotelnikov:
Lexicon-Based Methods vs. BERT for Text Sentiment Analysis. 71-83 - Maria Kunilovskaya, Elizaveta Kuzmenko:
Multilingual Embeddings for Clustering Cultural Events. 84-96 - Nikita Login, Alexander Baranov, Pavel Braslavski:
Jokingbird: Funny Headline Generation for News. 97-109 - Anna Nesterenko, Anastasia Ianina:
Learning to Rank with Capsule Neural Networks. 110-123 - Tatiana Shavrina, Dina Pisarevskaya, Valentin Malykh:
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, Marko Robnik-Sikonja:
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, Lyudmila V. Savchenko, Natalya S. Belova:
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, Daiana Vavilova:
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, Anna Lapidus, Ilya Makarov:
Research Papers Recommendation. 265-279 - Evgeniia Shchepina, Evgeniia Egorova, Pavel Fedotov, Anatoliy Surikov:
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, Edward Gimadi, Alexandr A. Shtepa:
How Fast Can the Uniform Capacitated Facility Location Problem Be Solved on Path Graphs. 303-314 - Vladimir B. Berikov, Alexander Litvinenko, Igor Pestunov, Yuriy Sinyavskiy:
On a Weakly Supervised Classification Problem. 315-329 - Tatyana Levanova, Ivan Khmara:
A Local Search Algorithm for the Biclustering Problem. 330-344
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