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ORCID11th AIST 2023: Yerevan, Armenia - Supplementary Proceedings
- 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:
Recent Trends in Analysis of Images, Social Networks and Texts - 11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30, Revised Selected Papers. Communications in Computer and Information Science 1905, Springer 2024, ISBN 978-3-031-67007-7
Natural Language Processing
- Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov:
Determination of the Number of Topics Intrinsically: Is It Possible? 3-17 - Vladimir Ivanov, Elbayoumi Mohamed Gamal:
Sentence Difficulty in Three Languages: Russian Dataset Compared to Italian and English. 18-28 - Pavel Burnyshev, Elizaveta Kostenok, Alexey Zaytsev:
Machine Translation Models Stand Strong in the Face of Adversarial Attacks. 29-41 - Vladlen Kulikov, Radoslav Neychev, Ilya Makarov:
Whether Large Language Models Learn at the Inference Stage? Effects of Active Learning and Labelling with LLMs on their Reasoning. 42-53 - Anna V. Lebedeva:
Machine Translation for Russian-Khakas Language Pair: Translation Results in Low-Resource Setting. 54-66 - Anna Marshalova, Elena Bruches, Tatiana Batura:
Automatic Aspect Extraction from Scientific Texts. 67-80 - Artem Prisiazhniuk, Valentin Malykh:
User Review Summarization in Russian. 81-95 - Maksim Savkin, Vasily Konovalov:
Tuning-Free Discriminative Nearest Neighbor Few-Shot Intent Detection via Consecutive Knowledge Transfer. 96-110 - Yuliana Solomatina, Natalia V. Loukachevitch:
Prompt-Tuning for Targeted Sentiment Analysis in Russian. 111-124 - Alena Dremina, Maria Tikhonova:
On the Way to Controllable Text Summarization in Russian. 125-135 - Alexey Yandutov, Natalia V. Loukachevitch:
Document-Level Relation Extraction in Russian. 136-148 - Andrei Zaichenko, Aleksei Kazakov, Elizaveta Kovtun, Semen A. Budennyy:
The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends. 149-163
Computer Vision
- Hrach Ayunts, Varduhi Yeghiazaryan, Shant Navasardyan, Humphrey Shi:
Interactive Image Segmentation with Superpixel Propagation. 167-179 - Georgy Gunkin, Ilya Makarov:
Gesture Recognition on Video Data. 180-193 - Khlusov Pavel, Ilya Makarov:
Semantic-Aware GAN Manipulations for Human Face Editing. 194-208 - Long Nguyen, Andrey V. Savchenko:
Learning Facial Expression Recognition In-the-Wild from Synthetic Data Based on an Ensemble of Lightweight Neural Networks. 209-221 - Stefan Nikolic, Dmitry I. Ignatov, Peter Fedorov:
Acne Recognition: Training Models with Experts. 222-231
Data Analysis and Machine Learning
- Mikhail Foniakov, Anatoly Bardukov, Ilya Makarov:
Application of Multimodal Machine Learning for Image Recommendation Systems. 235-249 - Vasilii A. Gromov, Ekaterina I. Zvorykina, Yurii N. Beschastnov, Majid Sohrabi:
Date-Driven Approach for Identifying State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis. 250-262
Network Analysis
- Dmitry I. Ignatov, Daria Komissarova, Kamila Usmanova, Stefan Nikolic, Andrey V. Khrunin, Gennady V. Khvorykh:
Approximate Density Computation for OA-Biclustering. 265-283
Theoretical Machine Learning and Optimization
- Vladimir Omelyusik, Maxim Panov:
Distributed Bayesian Coresets. 287-298
Demo Paper
- Ekaterina Mitrofanova, Dmitry I. Ignatov, Tatyana Maximova, Anna Podshivalova, Anna Muratova:
Development of a Visualization Tool for the Occurrence of Life Events on the Demographic Lexis Grid. 301-308
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