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  • От глагольных форм – к служебным словам: грамматикализация в русском и казахском языках сквозь призму текстов билингвов
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July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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От глагольных форм – к служебным словам: грамматикализация в русском и казахском языках сквозь призму текстов билингвов

Russian Linguistics. 2024. Т. 48. № 1. Статья 16.
Казкенова А. К., Rakhilina E. V.

This paper focuses on comparing the grammaticalization of nonfinite verbal forms in Russian and Kazakh. As an example, we chose the forms of the visual perception verbs smotret’, glyadet’ and qara-; on the basis of these verbs, groups of function words with conditional, unconditional, and concessional semantics were formed in both languages. This study starts with observations of the nonstandard use of Russian adverbial participles smotrya and glyadya and nesmotrya na (to chto) ‘despite (the fact that)’ in texts written by first language (L1)-Kazakh bilinguals and included in the Russian Learner Corpus (RLC, web-corpora.net/RLC). We observed that the proportion of converbs smotrya and glyadya and other forms of these verbs in the bilinguals’ texts is radically different from the similar ratio in the Russian National Corpus (RNC, ruscorpora.ru). Starting from this observation, we reconstructed, on the basis of the RNC data, the ratio of the Russian adverbial participles smotrya and glyadya changing over time and the semantic evolution of derived function words. Turning to the authors’ native language, we discovered that it also has postpositions with conditional, unconditional, and concessional semantics, which are the results of the grammaticalization of converbs and participle formed from the verb qara-. However, despite this similarity, the process of grammaticalization in Kazakh occurred along different trajectories. This analysis confirms the nonrandom nature of deviations from the rules of Russian in bilinguals’ texts and reveals a deep connection between the grammaticalization of verb forms and the “lexical factor”, i.e., differences between the lexical systems of the two languages and, in particular, the incomplete semantic correspondence of visual perception verbs.

Research target: Philology and Linguistics
Language: Russian
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DOI
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Keywords: русский языкbilingualismбилингвизмграмматикализацияgrammaticalizationказахский языкnonfinite verbal formsRussian and Kazakhнефинитные формы глаголаслужебные слова
Publication based on the results of:
Language in Real-world and Digital Environments (2024)
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