Attributes of generated text in academic discourse: the problem of identification

M. N. Cherkasova, Anna V. Taktarova
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Abstract

The current stage of academic discourse development is characterized by significant transformations associated with the introduction of artificial intelligence (AI). The face of academic discourse is changing, which requires analyzing and identifying relevant socio-communicative activities within the discourse. A need has emerged to critically conceptualize human-AI interaction within academic interaction, namely in terms of expert identification of generated text based on linguistic features. The aim of the study is to identify the linguistic features of the generated Russian-language text in academic discourse for the identification of oral and written academic texts. The scientific novelty of the study lies in the fact that for the first time on the basis of bibliometric indicators a comprehensive list of signs of the generated Russian-language academic text, obtained as a result of analyzing domestic theoretical and experimental studies (author's experiment with a neural network with a given prompt) is presented. The results of the study allow us to demonstrate the linguistic markers of Russian-language generated text within the framework of academic discourse at a given synchronic linguistic slice.
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学术话语中生成文本的属性:识别问题
现阶段学术话语发展的特点是与人工智能(AI)的引入相关的重大变革。学术话语的面貌正在发生变化,这就需要分析和识别话语中的相关社会交流活动。现在需要对学术互动中的人与人工智能互动进行批判性概念化,即根据语言特征对生成的文本进行专家识别。本研究的目的是识别学术话语中生成的俄语文本的语言特点,以识别口头和书面学术文本。本研究的科学新颖性在于,首次在文献计量学指标的基础上,提出了通过分析国内理论和实验研究(作者在给定提示下使用神经网络进行的实验)获得的俄语学术文本生成标志的综合清单。研究结果表明,在特定同步语言切片的学术话语框架内生成的俄语文本具有语言标记。
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