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News
August 25, 2026
Scientists Develop Algorithm for More Reliable Processors in Data Centres
Researchers from HSE MIEM and Samara University have developed the LRF-3D algorithm to automatically bypass idle nodes in three-dimensional networks-on-chip. Thanks to its hierarchical architecture, the algorithm outperforms existing solutions in both speed and path accuracy, improving processor reliability for use in data centres, supercomputers, and AI computing. The source code and test results are publicly available.
August 24, 2026
Researchers Develop Method for Direct Generation of Regulatory DNA
Researchers at HSE University have developed a model for generating promoters and enhancers—DNA sequences that regulate gene activity. The model works directly with DNA nucleotides, without first transforming them into a continuous numerical representation. This solution could be useful for applications in synthetic biology and gene therapy. The study results were presented at the ICLR 2026 Workshop ‘Generative AI in Genomics (Gen^2): Barriers and Frontiers.’
August 21, 2026
Social Integration: At the Crossroads of Knowledge and Values
The International Laboratory for Social Integration Research (ILSIR) at HSE University studies the challenges faced by vulnerable groups and explores ways to help them participate fully in everyday life. To develop effective solutions, the laboratory’s researchers combine cutting-edge methods with practical fieldwork. In this interview with the HSE News Service, Laboratory Head Elena Iarskaia-Smirnova discusses the laboratory’s work.

 

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Понятность языка правосудия: опыт эмпирического исследования содержания и синтаксиса судебных решений

Закон. 2024. № 2. С. 159–177.
Chaplinskiy A., Knutov A., Alimpeev D.

For many years, the primary challenges in the legal sphere regarding language in legal proceedings have been the utilization of national languages of the republics and foreign access to justice. However, the authors of this paper hypothesize that citizens and organizations of Russian origin often require assistance in translating “legal Russian” to “everyday Russian”. This is due to the continuing syntactic complexity found in court decision language despite widespread attempts to simplify the presentation of information. The authors' previous research into speech practices of laws and bylaws supports this hypothesis. The authors designed research questions to investigate the hypothesis of changes in the comprehensibility of the language used in court decisions over time. Additionally, they aimed to determine whether said changes depend on the type of courts, the category of cases, or the court instance level. Empirical research methods were used to examine not only whole court decisions but also their elements. Moreover, a representative sample exceeding 15,000 texts was studied. The analysis was conducted at different parts in court decisions including introduction, description, reasoning, and operation. Additional fragments such as facts, citations of legal acts, analysis of evidence, and judge's judgments were also studied. The methods of computational linguistics confirmed a consistent increase in the syntactic complexity of court decisions over time. According to the author's methodology, court decisions are among the most complex legal texts. In essence, legal acts citations contribute to the bulk of these texts, making up the largest proportion (40% on average) in the descriptive and reasoning parts of the decision, compared to other semantic fragments. The research enabled the authors to compile a catalogue of detrimental speech practices used in court decisions, alongside recommendations for their rectification.

Research target: Law Philology and Linguistics
Language: Russian
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DOI
Text on another site
Keywords: computational linguisticsдоступность правосудияsyntactic complexityсинтаксическая сложностьвычислительная лингвистикаaccessibility of justicereadabilityудобочитаемостьlanguage of justicelanguage of judgmentslanguage comprehensibilitystructure of judgmentsязык правосудияязык судебных решенийпонятность языкаструктура судебных решений
Publication based on the results of:
Discourse practices of Russian society: Diversity and Dynamics (2023)
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