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Full Description
This book constitutes the refereed proceedings of the 12th International Conference on Analysis of Images, Social Networks and Texts, AIST 2024, held in Bishkek, Kyrgyzstan, during October 17-19, 2024.
The 12 papers included in this book were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: natural language processing; computer vision; and data analysis and machine learning.
Contents
Natural Language Processing.- Leveraging Large Language Models in Code Question Answering: Baselines and Issues.- Structured Data from Dictionary Text: Applying LLMs for Low-Resource Cross-Lingual Information Extraction.- Annotation of Greeting and Introduction in Russian Spoken Dialogues Using ISO 24617-2:2020.- Comparative Analysis of Encoder-Based NER and Large Language Models for Skill Extraction from Russian Job Vacancies.- Computational Linguistics and Pedagogy: Exploring Lexical Patterns of School Teachers.- Research on Content Dissemination in Social Networks Taking into Account Users' Influence Potential.- MoRAE: Movie Review Dataset for Aspect Extraction.- Diagnosis of the Severity of Depression Using Speech Recording Analysis.- RuCLEVR: A Russian Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning.- Computer Vision.- Efficient Detection of Small-Scale Microorganisms in Microscopic Photography.- Deep Learning Approach for Offline Nepali Handwritten Word Recognition.- Data Analysis and Machine Learning.- Evaluating Deep Learning-Based Speaker Verification Systems: A Comparative Study Across Open-Source and Forensic Datasets.
