Large language models and speech genre systematicity

Large language models and speech genre systematicity

The paper examines a large language model (LLM) to recognize speech genres. Although artificial neural networks are effectively utilized in many important fields, they, however, have a serious drawback. The mechanism of their functioning is hidden from researchers; therefore, the results of their us...

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Bibliographic Details
Main Authors: Devyatkin, Dmitry Alekseevich, Salimovsky, Vladimir Alexandrovich, Chudova, Natalya Vladimirovna, Ryzhova, Anastasia A., Grigoriev, Oleg G.
Format: Article
Language:Russian
Published: Saratov State University 2025-02-01
Series:Жанры речи
Subjects:
speech genre
speech systematicity
cognitive-speech action
academic text
large language model
artificial neural network
transformer
bert
Online Access:https://zhanry-rechi.sgu.ru/en/system/files/pdf-full-version/2025/02/speechgenres_2025_1-6-23.pdf
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https://zhanry-rechi.sgu.ru/en/system/files/pdf-full-version/2025/02/speechgenres_2025_1-6-23.pdf

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