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ORCIDAIST 2021: Tbilisi, Georgia - Supplementary Proceedings
- 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:
Recent Trends in Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Supplementary Proceedings. Communications in Computer and Information Science 1573, Springer 2022, ISBN 978-3-031-15167-5
Natural Language Processing
- Alexey Birshert, Ekaterina Artemova:
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models. 3-16 - Vladimir Ivanov, Andrey Sadovykh, Alexandr Naumchev, Alessandra Bagnato, Kirill Yakovlev:
Extracting Software Requirements from Unstructured Documents. 17-29 - Nikita Konodyuk, Maria Tikhonova:
Continuous Prompt Tuning for Russian: How to Learn Prompts Efficiently with RuGPT3? 30-40 - Aliya Nugumanova, Yerzhan Baiburin, Kurmash Apayev:
An Intelligent Web-Service for Automatic Concept Map Generation. 41-44 - Aleksandr Ogaltsov:
Language-Free Regular Expression Search of Document's References. 45-54 - Elena V. Razova, Sergey V. Vychegzhanin, Evgeny V. Kotelnikov:
Does BERT Look at Sentiment Lexicon? 55-67 - Leonid Sherstyuk, Ilya Makarov:
Context-Based Text-Graph Embeddings in Word-Sense Induction Tasks. 68-81
Computer Vision
- Alexey Kruzhalov, Andrey Philippovich:
Analysis of Thresholding Methods for the Segmentation of Brain Vessels. 85-95 - Vitalii Sopov, Ilya Makarov:
Transformer-Based Deep Reinforcement Learning in VizDoom. 96-110 - Valery Terekhov, Valery Chernenky, Denis Ishkov:
Text CAPTCHA Traversal via Knowledge Distillation of Convolutional Neural Networks: Exploring the Impact of Color Channels Selection. 111-122
Data Analysis and Machine Learning
- Kirill Fedyanin, Evgenii Tsymbalov, Maxim Panov:
Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling. 125-137 - Dmitry Medvedev, Alexander D'yakonov:
Learning to Generate Synthetic Training Data Using Gradient Matching and Implicit Differentiation. 138-150
Social Network Analysis
- Kirill Polevoda, Dmitriy Tsarev, Anatoliy Surikov:
Agent-Based Model for Estimation of Collective Emotions in Social Networks. 153-165 - Andrey N. Rabchevskiy, Victor S. Zayakin, Evgeny A. Rabchevskiy:
A Method for Identifying Bridges in Online Social Networks. 166-175
Theoretical Machine Learning and Optimization
- Mikhail Bogatyrev, Dmitry Orlov, Tatyana Shestaka:
On the Pareto-Optimal Solutions in the Multimodal Clustering Problem. 179-194 - Eduard Kh. Gimadi, Alexandr S. Shevyakov, Aleksandr A. Shtepa:
On Several Edge-Disjoint MSTs with Given Diameter in Undirected Graph with Exponentially Distributed Edge Weights. 195-206 - Konstantin D. Yakovlev, Olga S. Grebenkova, Oleg Yu. Bakhteev, Vadim V. Strijov:
Neural Architecture Search with Structure Complexity Control. 207-219
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