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11th AIST 2023: Yerevan, Armenia

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Dmitry I. Ignatov, Michael Yu. Khachay, Andrey Kutuzov, Habet Madoyan, Ilya Makarov, Irina Nikishina, Alexander Panchenko, Maxim Panov, Panos M. Pardalos, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina, Sergey Zagoruyko:
Analysis of Images, Social Networks and Texts - 11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30, 2023, Revised Selected Papers. Lecture Notes in Computer Science 14486, Springer 2024, ISBN 978-3-031-54533-7

Invited Paper

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Muhammad Shahid Iqbal Malik:
Threatening Expression and Target Identification in Under-Resource Languages Using NLP Techniques. 3-17

Natural Language Processing

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  - conf/aist/AlekseevNK23
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Anton Alekseev, Sergey I. Nikolenko, Gulnara Kabaeva:
Benchmarking Multilabel Topic Classification in the Kyrgyz Language. 21-35
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  - conf/aist/PletenevMCSZP23
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Sergey Pletenev, Daniil Moskovskiy, Viktoria Chekalina, Mikhail Seleznyov, Sergey Zagoruyko, Alexander Panchenko:
Transformers Compression: A Study of Matrix Decomposition Methods Using Fisher Information. 36-48
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  - conf/aist/ChernomorchenkoPN23
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Polina Chernomorchenko, Alexander Panchenko, Irina Nikishina:
Leveraging Taxonomic Information from Large Language Models for Hyponymy Prediction. 49-63
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  - conf/aist/ChernyshevD23
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Daniil Chernyshev, Boris V. Dobrov:
Content Selection in Abstractive Summarization with Biased Encoder Mixtures. 64-77
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Maria Maslova, Stefan Rebrikov, Anton Artsishevski, Sebastian Zaczek, Chris Biemann, Irina Nikishina:
RuCAM: Comparative Argumentative Machine for the Russian Language. 78-91
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  - conf/aist/OrlovA23
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Evgeny Orlov, Murat Apishev:
Paraphrasers and Classifiers: Controllable Text Generation for Text Style Transfer. 92-108
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Evgeny Orlov, Oleg Serikov:
Less than Necessary or More than Sufficient: Validating Probing Dataset Size. 109-125
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Özge Sevgili, Steffen Remus, Abhik Jana, Alexander Panchenko, Chris Biemann:
Unsupervised Ultra-Fine Entity Typing with Distributionally Induced Word Senses. 126-140
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Veronika Nikonova, Maria Tikhonova:
Static, Dynamic, or Contextualized: What is the Best Approach for Discovering Semantic Shifts in Russian Media? 141-153
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  - conf/aist/VychegzhaninKSK23
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Sergey V. Vychegzhanin, Anastasia Kotelnikova, Alexander Sergeev, Evgeny V. Kotelnikov:
Controllable Story Generation Based on Perplexity Minimization. 154-169
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Ekaterina Zalivina:
Automatic Detection of Dialectal Features of Pskov Dialects in the Speech of Native Speakers. 170-184
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Dmitrii Zhernokleev, Pavel Braslavski:
Needle in a Haystack: Finding Suitable Idioms Based on Text Descriptions. 185-196

Computer Vision

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Razan Dibo, Andrey Galichin, Pavel Astashev, Dmitry V. Dylov, Oleg Y. Rogov:
DeepLOC: Deep Learning-Based Bone Pathology Localization and Classification in Wrist X-Ray Images. 199-211
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Maksim Kuprashevich, Irina Tolstykh:
MiVOLO: Multi-input Transformer for Age and Gender Estimation. 212-226
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Nikita Lomov, Dmitry Kropotov, Danila Stepochkin, Anton Laptev:
Handwritten Text Recognition and Browsing in Archive of Prisoners' Letters from Smolensk Convict Prison. 227-240
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Oleg Seredin, Daniil Liakhov, Nikita Lomov, Olesia Kushnir, Andrey Kopylov:
Greedy Algorithm for Fast Finding Curvilinear Symmetry of Binary Raster Images. 241-251

Data Analysis and Machine Learning

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Vladimir B. Berikov:
Ensemble Clustering with Heterogeneous Transfer Learning. 255-266
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Gcinizwe Dlamini, Usman Ahmad, Lionel Randall Kharkrang, Vladimir Ivanov:
Detecting Design Patterns in Android Applications with CodeBERT Embeddings and CK Metrics. 267-280
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Sofia Iakusheva, Anton Khritankov:
Metamorphic Testing for Recommender Systems. 281-293
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Alexander Vokhmintsev, Olga Khristodulo, Andrey Melnikov, Matvei Romanov:
Application of Dynamic Graph CNN* and FICP for Detection and Research Archaeology Sites. 294-308

Network Analysis

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Gagik Khalafyan, Irina Tirosyan, Varduhi Yeghiazaryan:
Visualization-Driven Graph Sampling Strategy for Exploring Large-Scale Networks. 311-324
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Sergei P. Sidorov, Sergei V. Mironov, Alexey A. Grigoriev:
Limit Distributions of Friendship Index in Scale-Free Networks. 325-337

Theoretical Machine Learning and Optimization

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Edward Khairutdinovich Gimadi, Alexandr A. Shtepa:
The Problem of Finding Several Given Diameter Spanning Trees of Maximum Total Weight in a Complete Graph. 341-348
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Dmitry I. Ignatov:
Is Canfield Right? On the Asymptotic Coefficients for the Maximum Antichain of Partitions and Related Counting Inequalities. 349-361

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