To date, attempts at empirically validating a construct of academic vocabulary in the form of a frequency list in languages other than English remain conspicuously absent in peer-reviewed journals. This study aims to close this gap by using Russian as a case study to develop an academic vocabulary list and prove its viability through a variety of data science methods, including cross-validation and out-of-sample coverage. Our findings support the utility of such a construct in Russian and its potential impact on teaching Russian for academic purposes.

中文翻译：

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开发和验证俄语学术词汇表：一种计算方法

迄今为止，在同行评议的期刊中，明显没有尝试以英语以外的语言的频率列表的形式对学术词汇结构进行实证验证。本研究旨在通过使用俄语作为案例研究来缩小这一差距，以开发学术词汇表并通过各种数据科学方法证明其可行性，包括交叉验证和样本外覆盖。我们的研究结果支持这种结构在俄语中的实用性及其对学术俄语教学的潜在影响。