Recent Trends in Analysis of Images, Social Networks and Texts: 10th International Conference, Aist 2021, Tbilisi, Georgia, December 16-18, 2021, Revi (Paperback, 2022)

Natural Language Processing.- Call Larisa Ivanovna: Code-Mixing Fools Multilingual NLU Models.- Extracting Software Requirements from Unstructured Documents.- Continuous Prompt Tuning for Russian: How to Learn Prompts Efficiently with RuGPT3?.- An Intelligent Web-Service for Automatic Concept Map Generation.- Language-Free Regular Expression Search of Document's References.- Does BERT Look at Sentiment Lexicon?.- Context-Based Text-Graph Embeddings in Word-Sense Induction tasks.- Computer Vision.- Analysis of Thresholding Methods for the Segmentation of Brain Vessels.- Transformer-based Deep Reinforcement Learning in VizDoom.- Text CAPTCHA Traversal via Knowledge Distillation of Convolutional Neural Networks: Exploring the Impact of Color Channels Selection.- Data Analysis and Machine Learning.- Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling.- Learning to Generate Synthetic Training Data using Gradient Matching and Implicit Differentiation.- Social Network Analysis.- Agent-Based Model for Estimation of Collective Emotions in Social Networks.- A method for identifying bridges in online social networks.- Theoretical Machine Learning and Optimisation.- On the Pareto-Optimal Solutions in the Multimodal Clustering Problem.- On Several Edge-Disjoint MSTs with Given Diameter in Undirected Graph with Exponentially Distributed Edge Weights.- Neural Architecture Search with Structure Complexity Control.