ATTRIBUTION OF MEDIA TEXTS BASED ON A TRAINED NATURAL LANGUAGE MODEL AND LINGUISTIC ASSESSMENT OF IDENTIFICATION QUALITY

ATTRIBUTION OF MEDIA TEXTS BASED ON A TRAINED NATURAL LANGUAGE MODEL AND LINGUISTIC ASSESSMENT OF IDENTIFICATION QUALITY

The creation of effective systems for filtering media texts is due to the need to develop artificial intelligence systems, which is a large language model that should be trained using “correct” text samples that do not contain signs of disinformation, infodemic and unreliability. The article present...

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Bibliographic Details
Main Authors: Vladimir A. Klyachin, Ekaterina V. Khizhnyakova
Format: Article
Language:English
Published: Volgograd State University 2024-11-01
Series:Vestnik Volgogradskogo Gosudarstvennogo Universiteta. Seriâ 2. Âzykoznanie
Subjects:
media text
neural network
language model
machine learning method
corpus
automatic detection
Online Access:https://l.jvolsu.com/index.php/en/archive-en/928-science-journal-of-volsu-linguistics-2024-vol-23-no-5/artificial-intelligence-potential-in-natural-language-processing-and-machine-translation/2840-klyachin-v-a-khizhnyakova-e-v-attribution-of-media-texts-based-on-a-trained-natural-language-model-and-linguistic-assessment-of-identification-quality

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https://l.jvolsu.com/index.php/en/archive-en/928-science-journal-of-volsu-linguistics-2024-vol-23-no-5/artificial-intelligence-potential-in-natural-language-processing-and-machine-translation/2840-klyachin-v-a-khizhnyakova-e-v-attribution-of-media-texts-based-on-a-trained-natural-language-model-and-linguistic-assessment-of-identification-quality

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