Text classification by CEFR levels using machine learning methods and BERT language model

This paper presents a study of the problem of automatic classification of short coherent texts (essays) in English according to the levels of the international CEFR scale. Determining the level of text in natural language is an important component of assessing students knowledge, including checking...

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Bibliographic Details
Main Authors: Nadezhda S. Lagutina, Ksenia V. Lagutina, Anastasya M. Brederman, Natalia N. Kasatkina
Format: Article
Language:English
Published: Yaroslavl State University 2023-09-01
Series:Моделирование и анализ информационных систем
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Online Access:https://www.mais-journal.ru/jour/article/view/1799
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