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News
June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
June 5, 2026
‘In the Age of Technology, It Is Interesting to Look into the Past and Think about What We Can Take from It
Polina Tabakova decided to apply for a Philology degree at HSE in Nizhny Novgorod because she grew up in Mari El and did not want to move far away from the Russian forests. In an interview for the Young Scientists of HSE University project, she spoke about the genre of the campus novel, the existential drama of Kolobok, and a blackout version of Eugene Onegin.
June 5, 2026
HSE Scientists Develop Method to Compress Large Language Models Without Losing Quality
Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.

 

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Symbolic Interaction as a Sociology of Concern: Revisiting the Theory of Reflexivity Methodologically

Journal for the Theory of Social Behaviour. 2026. Vol. 56. No. 1.
Zaichenko L.

This paper attempts to revisit the critical realist theory of reflexivity, derived from the pragmatist tradition of symbolic interactionism (SI). It discusses how interactionist sociology, with its emphasis on investigating microstructures through meaning‐making, has formed a critical realist theory of reflexivity that serves as a theoretical bridge between the micro and macro levels—specifically, between ‘subjective concerns’ and cultural and structural stability and change. The paper focuses on Margaret Archer's theory of reflexivity and internal conversation as a critical realist response to social constructionism, connecting it to SI, particularly through Herbert Blumer's framework. It proposes a holistic approach to studying reflexivity through human concerns. By underscoring the interconnection between SI methodology and the critical realist theory of reflexivity, the paper offers a triangulation of several qualitative methodological strategies to study reflexivity in a more rigorous manner also providing a connection between the purely interpretive and the positivistic traditions

Research target: Social Sciences Sociology (including Demography and Anthropology
Language: English
DOI
Text on another site
Keywords: этнографиясимволический интеракционизмcausalityethnographysymbolic interactionismhistorical analysisисторический анализreflexivityрефлексивностьпричинно-следственная связьсоциология заботыsociology of concerninterpretive methodsинтерпретивные методы
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