Processing Ukrainian-language textual content methods: monograph
Processing Ukrainian-language content based on semantic-linguistic analysis of big data, NLP and machine learning
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The monograph is dedicated to solving the important scientific and applied problem of analysis and synthesis of computer linguistic systems for solving various problems of processing Ukrainian-language textual content. This will make it possible to increase the resourcefulness of the natural Ukrainian language based on the development of new and improved known models, methods, and means of natural language processing based on machine learning. The research was carried out with the grant support of the National Research Fund of Ukraine "Information system development for automatic detection of ...
The monograph is dedicated to solving the important scientific and applied problem of analysis and synthesis of computer linguistic systems for solving various problems of processing Ukrainian-language textual content. This will make it possible to increase the resourcefulness of the natural Ukrainian language based on the development of new and improved known models, methods, and means of natural language processing based on machine learning. The research was carried out with the grant support of the National Research Fund of Ukraine "Information system development for automatic detection of misinformation sources and inauthentic behaviour of chat users", project registration number 187/0012 from 1/08/2024 (2023.04/0012). This monograph describes research based on the author's thesis «Analysis and synthesis of computational linguistic systems for processing Ukrainian textual content» for a Doctoral degree in Technical Science, speciality 10.02.21 - structural, applied and mathematical linguistics.
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