Computer-aided methods of linguistic analysis and translation: integrating technologies in modern language processing

- Франчук, Н.П. (orcid.org/0000-0002-0213-143X) (2024) Computer-aided methods of linguistic analysis and translation: integrating technologies in modern language processing In: Сучасні інформаційні технології в освіті і науці : зб. матеріалів VІ Всеукр. наук.-практ. конф. (м. Умань, 14-15 листоп. 2024 р.) . Уманський державний педагогічний університет імені Павла Тичини, м. Умань, Україна, pp. 238-241.

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Abstract

The article examines the impact of computer-aided linguistic analysis and translation methods on modern language processing. Key technologies, such as deep neural networks (GPT, T5, BERT) and tools for automating syntactic, semantic, and pragmatic analysis of texts, are presented. The advantages of using machine translation and automated systems for interlingual communication are shown, and their limitations, in particular with regard to cultural and emotional aspects, are outlined. The prospects for integrating deep learning and multi-agent systems into language data processing processes are discussed.

Item Type:	Book Section
Additional Information:	https://drive.google.com/drive/folders/1FoISx86ZOI04HeHJTuRDg_uyLPJ7ei0Z
Keywords:	computational linguistic analysis, machine translation, deep neural networks, transformers, automation, interlingual communication, digitalization of language processes
Subjects:	Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.2 Computer architecture > 004.25 Memory system Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.4 Software > 004.42 Computer programming. Computer programs Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 8 Language. Linguistics. Literature > 81 Linguistics and languages
Divisions:	Institute for Digitalisation of Education > Department of Open Education and Scientific Information Systems
Depositing User:	docent Nataliia Petrivna Franchuk
Date Deposited:	16 Dec 2024 18:54
Last Modified:	16 Dec 2024 18:54
URI:	https://lib.iitta.gov.ua/id/eprint/743482

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