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Development of a Language Model for Automated Classification of English-Language Scientific Articles by SRSTI Codes
Automatic Documentation and Mathematical Linguistics. 2025. Vol. 59. No. 5. P. 287–293.
The development of an artificial intelligence-based language model for classifying English-language scientific articles by SRSTI codes is described. This improves the processes of reviewing and indexing scientific publications. A pre-processed dataset of scientific articles was used for training and testing the models. An architecture for cascade classification was developed, and the performance of models with various parameters was evaluated. As a result of this research, a console application for automatic classification of large flows of scientific articles was created.
Language:
English
Zinchenko S., Бейн П. В., Дубровская Д. В. et al., Институт востоковедения РАН, 2026.
Contrary to Antoine de Saint-Exupéry's assertion that "the most beautiful thing in the stars, houses, and deserts is what the eyes cannot see," the authors of this monograph dispassionately test the harmony of beauty in the East through the algebra
of scientific analysis, continuing the work of their first book, "The Beautiful and the Utilitarian: From ...
Added: August 14, 2026
Lavrentiev A., Preobrazhenskaya A., Вестник Санкт-Петербургского университета. Язык и литература. 2026 Т. 23 № 2 С. 419–437
Thе article examines the administrative and economic structure of the southern holdings of the Grand Princes of Ryazan in the Upper Don region and the origin of the well-known place name Epifan’. Based on a study of literary texts, toponymy, and historical material, the authors hypothesize a connection between the literary character, the Ryazan boyar ...
Added: August 14, 2026
Yu Z., Wang J., Wang Z. et al., Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 2026 Vol. 384 P. 1–16
The integration of data-driven and knowledge-driven approaches in generative geospatial modelling (GGM) is often hindered by their mathematical incompatibilities. Here, we propose a geometric algebra (GA)-based framework that employs a unified multi-vector representation to fuse heterogeneous data and diverse knowledge. The framework facilitates structured reasoning and hypothesis generation through a task-adaptable, five-stage cycle: representation, reasoning, ...
Added: August 13, 2026
Cham: Springer, 2026.
This book constitutes the proceedings of the 10th International Workshop Empowering Novel Geometric Algebra for Graphics and Engineering, ENGAGE 2025, held in conjunction with Computer Graphics International conference, CGI 2025, in Hong Kong, China, on July 14, 2025.
The 14 full papers included in this volume were carefully reviewed and selected from 16 submissions. The papers ...
Added: August 13, 2026
Ratnikov F., European Physical Journal: Special Topics 2026 P. 1–10
EEG recordings are often affected by the loss or corruption of individual channels due to electrode detachment, poor scalp contact, or external interference. Such channels must be accurately reconstructed before further analysis. In this study, we investigate Next-Generation Reservoir Computing (NG-RC) as a data-driven approach for reconstructing corrupted EEG channels and compare its performance with ...
Added: August 12, 2026
Dmitrova E., Буклина С. Б., Gronskaya N. E. et al., Вопросы нейрохирургии им. Н.Н. Бурденко 2026 № 90(4) С. 87–94
Effective intraoperative speech mapping requires specific test with standardized linguistic material. The last one should capture speech function supported by brain region targeted for resection. It is necessary to develop a test tailored to specific patient’s needs and document intraoperative linguistic support. The objective of this report was to describe the procedure of intraoperative speech testing and battery of intraoperative tests for Russian language. We correlated intraoperative tests with brain regions and speech functions, as well as presented an application ...
Added: August 12, 2026
М.: Институт славяноведения РАН, 2023.
Более двадцати лет Институт славяноведения РАН отмечает День славянской
письменности и культуры традиционной научной конференцией. С 2014 г. она проходит в формате конференции молодых ученых. В 2023 г. участники из Мос квы,
Санкт-Петербурга, Воронежа, Казани, Калининграда, Нижнего Новгорода, Ростова-на-Дону, Смоленска, а также Белоруссии, Венгрии, Китая, Польши, Словакии
и Чехии продолжили эту традицию. Вновь обсуждался широкий круг проблем,
связанных с ...
Added: August 12, 2026
Minets M., Krasnozhenov G., Trofimova E. et al., PeerJ Computer Science 2026 Vol. 12 Article e4063
This article presents CAD2TechSpec, a novel framework for automating design processes within computer-aided design (CAD) systems by leveraging multimodal large language models (LLMs). The framework enables the analysis and generation of detailed design specifications, including the automated creation of machining process plans. Our system architecture combines 3D model rendering, dimensionality reduction techniques, and the capabilities ...
Added: August 12, 2026
Мизинов П. В., Journal of Computer Virology and Hacking Techniques 2023 No. 20 P. 383–396
Biometric vein recognition systems are vulnerable to presentation attacks. Traditionally, researchers have used a near-infrared (NIR) drawing of the user’s vascular bed to create a presentation attack instrument (PAI). This paper investigates the feasibility of using free software to capture a venous pattern of the hand without NIR under normal lighting conditions and to create ...
Added: August 11, 2026
Nhà xuất bản Đại học quốc gia Hà Nội, 2026.
Added: August 11, 2026
Arkhipov I., Клыгина Ю. А., Широкова М. А., Вестник древней истории 2026 Т. 86 № 1 С. 216–259
Первый русский перевод ARET 13 1, одного из наиболее пространных и необычных документов из Эблы (Сирия, XXIV в. до н.э.) с подробным историко-филологическим комментарием. Главными героям произведения являются правитель Эблы, не названный по имени, и царь соседнего государства Мари по имени Хинна-Даган. Царь и Хинна-Даган посещают дом божеств, обозначенных как Отец и Мать Богов, чтобы спросить ...
Added: August 11, 2026
Pimenova N., Satdarov K., Известия РАН. Серия литературы и языка 2026 № 3 С. 49–61
The article examines the emergence of a distinctive definiteness system in Faroese, featuring two free-standing definite “adjectival” articles, tann and hin. Unlike familiar systems that distinguish “weak” and “strong” definiteness through distinct forms, the distribution of tann and hin is typically attributed to register, with hin linked to formal usage and high style. Analysis of the Faroese Gospels reveals stable and variable contexts for ...
Added: August 10, 2026
Dolgorukova N., Метелев-Кудалин М. С., Vox Medii Aevi 2025 Т. 2 С. 152–166
Рецензия посвящена русскому переводу книги Чарльза Гомера Хаскинса «Ренессанс XII века», изданному в 2025 году. Авторы анализируют качество перевода, обращая внимание на соотношение точности и ясности оригинала. Рассматриваются как общие достоинства издания, так и конкретные недостатки перевода. В статье подробно разбираются примеры буквального следования синтаксису английского текста, что в отдельных случаях приводит к двусмысленности или ...
Added: August 10, 2026
Trubochkina N. K., М.: Издательство «Юрайт», 2026.
This textbook is designed to develop students' holistic understanding of modern production processes and methods for their analysis and management using machine learning technologies. In the context of the fourth industrial revolution, where traditional engineering disciplines are inextricably intertwined with intelligent data processing methods, there is a growing need for specialists capable of integrating knowledge ...
Added: August 8, 2026
Kharlamova D. S., Journal of the European Second Language Association 2026 Vol. 10 No. 1 P. 1–16
Formulaic language may help language learners in second language (L2) acquisition. However, interference with the first language (L1) can also cause errors in L2 production. The present paper explores the possibilities of detecting L1 Russian interference errors connected with phraseologisms in English learner texts with a fine-tuned Transformer-based neural network. Across a dataset of 3,600 ...
Added: August 6, 2026
Kharlamova D. S., Русский язык в научном освещении 2024 № 2 (48) С. 129–149
В статье исследуется история возникновения и эволюции идиомы от корки до корки. Мы использовали словарные данные и материалы НКРЯ и Google Books, чтобы установить примерное время появления данного выражения, а также предложить возможные объяснения его происхождения. Развитие конструкции от корки до корки связано с расширением ее сочетаемости: на этом пути можно выделить несколько этапов, которые ...
Added: August 6, 2026
Фирсанова В. И., ACM, 2026.
The inclusion of autistic people can be augmented by a mobile app that provides information without a human mediator making information perception more liberating for people in the spectrum. This paper is an overview of a doctoral work dedicated to the development of a web-based mobile tool for supporting the inclusion of people on the ...
Added: August 4, 2026
Фирсанова В. И., Вопросы современной лингвистики 2026 С. 67–82
Цель. Выявление стратегии разработки языковых моделей с помощью искусственного интеллекта для поддержки инклюзии людей с ментальными нарушениями.
Процедура и методы. В исследовании сравниваются два подхода к построению диалоговых систем: вопросно-ответные системы на основе извлечения информации и генеративные модели. Собрана коллекция текстов на тему инклюзивного образования. Методами нейросетевого трансферного обучения также создан комплекс вопросно-ответных систем для анализа производительности рассматриваемых ...
Added: August 4, 2026
Фирсанова В. И., Хлусова Я. К., CEUR Workshop Proceedings, 2025.
Knowledge graphs are widely used in Retrieval Augmented Generation (RAG) and Explainable AI (XAI), since they can illustrate semantic relationships generated by Large Language Models (LLMs). Recent studies focus on generating knowledge graphs from unstructured data to improve RAG performance; however, they do not explain the underlying graph structure. The analysis of synthetic graphs behind ...
Added: August 4, 2026
Korotayev A., Chernomorchenko I., Медведев И. А., Восток. Афро-азиатские общества: история и современность 2026 № 3 С. 117–130
This study employs machine learning methods to rank factors contributing to large-scale armed and unarmed destabilization across Asian and African countries. Analysis reveals that African nations demonstrate greater vulnerability to armed destabilization (up to full-scale civil wars), whereas Asian countries are more prone to less violent unarmed forms (mass antigovernment demonstrations, riots, general strikes and ...
Added: June 21, 2026
Butorova A., Bobakov V., Sergeev A. et al., European Physical Journal: Special Topics 2026 P. 1–19
This paper presents a review of artificial intelligence (AI) methods for failure prediction in data center cooling systems, with a focus on the integration of digital twins (DTs), physics-informed learning, and graph-based models. Positioned within complex network science, this review addresses a limitation of conventional graph approaches—their reliance on pairwise connectivity—whereas real-world failures often arise ...
Added: June 10, 2026
Seul: PMLR, 2026.
Added: June 4, 2026
Chernomorchenko I., Ilya Medvedev, Korotayev A., Cross-Cultural Research 2026 P. 1–49
This study investigates which structural factors most strongly predict armed and unarmed revolutionary destabilization across Sub-Saharan Africa (SSA), the Middle East and North Africa (MENA), as well as Asia using country–year data for 1950–2022 and a set of economic, demographic, political, and climatic indicators. It employs an interpretable machine learning framework (CatBoost with SHAP values ...
Added: June 1, 2026
Avdoshin S. M., Pesotskaya E. Y., Информационные технологии 2026 Т. 32 № 4 С. 185–194
With the rapid advancement of artificial intelligence, and deep learning in particular, models have emerged that are capable of delivering highly accurate predictions. However, the internal logic of such models remains difficult to interpret—an issue of critical importance, especially in domains where the correctness of an algorithm directly affects high-stakes decision-making. One promising avenue for ...
Added: May 8, 2026