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Контролируемое дообучение трансформерных моделей для классификации текстов: влияние на качество классификации и сохранение знаний предобучения
Ryzhova A., Klyshinskiy E.
In press
Language:
Russian
Nagornaya A., M.: ФЛИНТА, 2026.
This textbook is intended for students pursuing degrees in linguistics with an advanced level of English proficiency (C1–C2) and aims to develop their professional communicative competence in academic and intercultural contexts. It focuses on key sociocultural trends of the twenty-first century, including metamodernism, celebritism, achievement culture, neo-consumerism, changing perceptions of time, the emotionalization of society, ...
Added: October 24, 2026
Нижегородский государственный лингвистический университет им. Н.А. Добролюбова, 2021.
В сборнике статей излагаются актуальные вопросы междисциплинарных исследований коммуникаций в условиях цифровой цивилизационной среды и всестороннего обсуждения широкого круга проблемных вопросов, связанных с разрывом технологических и гуманитарных контекстов в развитии современного общества. ...
Added: October 22, 2026
Uspensky B. A., Словесность и история 2026 № 3 С. 291–297
The publication is dedicated to Vladimir Ivanovich Malyshev (1910–1976), an outstanding 20th-century archaeographer and the founder of the Repository of Ancient Manuscripts (Drevlekhranilishche) of the Institute of Russian Literature (Pushkinskii Dom) in St. Petersburg. The author recalls his conversations with V. I. Malyshev. Along with several episodes from the scholar's archaeographic work and events during ...
Added: October 22, 2026
Obsie E. Y., Zhan Y., Liu Y., Engineering Research Express 2026 Article 7
Maintaining plant health is crucial for crop quality, food security, and agricultural productivity. Although deep learning methods have shown strong potential for species, disease, and severity classification, most existing approaches tackle these tasks separately, failing to exploit shared representations and interdependencies among them. Furthermore, the variability of disease symptoms, such as subtle differences in size, ...
Added: October 22, 2026
Dolgorukova N., Кифишина А. Ф., Вестник Томского государственного университета 2026 № 527 С. 23–31
Исследуется эволюция сюжета о короле Лире через призму трёх средневековых текстов. Особое внимание уделяется мотиву Фортуны и судьбы, а также образу Лира. Анализ демонстрирует, как трансформация сюжета отражают меняющиеся культурные и литературыне контексты Средневековья, подготовляющие почву для дальнейших интерпретаций, в том числе у Шекспира. ...
Added: October 20, 2026
Lev Pyatko, Sergey Aksenov, Regular and Chaotic Dynamics 2026 Vol. 31 No. 5 P. 794–813
In the circular restricted three-body problem, families of periodic and quasi-periodic orbits exist in the vicinity of the libration points and are of significant interest for practical applications. This work presents a neural network-based algorithm for orbit construction and station-keeping, applicable to both periodic and quasi-periodic orbits near collinear libration points. The method employs a ...
Added: October 19, 2026
Vorontsova T., М.: Академия, 2025.
The textbook has been prepared in accordance with the requirements of the federal state educational standards for secondary vocational education and is intended for studying the professional modules “Information Security in Information and Telecommunication Systems and Networks Using Software and Hardware‑Software Tools, Including Cryptographic Protection Tools” and “Information Security in Automated Systems Using Software and ...
Added: October 19, 2026
Stognieva O., Safonova D., Lozitskaya E., Newcastle upon Tyne: Cambridge Scholars Publishing, 2026.
This textbook is a practical and engaging guide for learners and professionals who need to communicate clearly and confidently in multicultural business environments. It offers step-by-step strategies, concise practice tasks, and regular progress checks that help readers apply intercultural communication skills directly to real workplace situations. Clear structure and focused activities make the book equally ...
Added: October 18, 2026
Ватлецов Сергей Германович, М.: ИНФРА-М, 2026.
Монография представляет собой теоретическое и лексикографическое описание зооморфной лексики в английском языке. В работе осуществлено концептуальное осмысление вербального зооморфизма, позволившее отграничить его от смежных, диффузных и пограничных языковых явлений. В сборнике английских анималистических метафор и сравнений отражается зооморфная лексика в художественной, бытовой, производственно-профессиональной сферах и сфере массовой коммуникации.
Книга адресована специалистам в области германистики, когнитивной лингвистики, ...
Added: October 18, 2026
Степанов А. Г., Slavica TerGestina 2025 № 35-2 С. 158–193
The connection of the poetic form with the content is investigated. The free verse, developed by W. Whitman in the second half of the 19th century, took root in the USSR with difficulty. In modern Russian poetry, the free verse, while preserving the aura of Western poetic culture, often combines gender and political meanings, broadcasting ...
Added: October 16, 2026
Podobryaev A., Ivlieva N., Glossa: a journal of general linguistics 2026 Vol. 11 No. 1 P. 1–25
Unlike many other Turkic languages, Balkar normally demonstrates obligatory subject-verb
number agreement in finite clauses with 3rd person subjects: when a subject is plural-marked,
so is the verb. However, there are cases when the subject is not overtly plural-marked, but the
verb can be. We argue for an account where such facts are not reduced to any form ...
Added: October 15, 2026
Aleksei Samarin, Nazarenko A., Nazarenko D. et al., Machine Learning and Knowledge Extraction 2026 Vol. 8 No. 10 Article 330
Automated microscopic image analysis is essential for quantitative microbiology, yet manual acquisition and generic recognition models struggle with morphological variability and scene artifacts. We address both ends of this pipeline. First, we present a low-cost, open-source acquisition system, based on an Arduino UNO R3 microcontroller and NEMA 17 stepper motors, that automates focusing, magnification, and ...
Added: October 14, 2026
Springer, 2026.
This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the XIV International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2025). The carefully selected papers cover ...
Added: October 13, 2026
Springer, 2026.
This book offers a comprehensive overview of the latest research, innovations, and practical applications in the field of sustainability, with a focus on construction materials and their use in building and civil engineering structures. As an outcome of the 3rd International Conference on Sustainability: Developments and Innovations (ICSDI 2026), this book presents a selection of ...
Added: October 13, 2026
Dmitriev A., Kornilov V., Batienkov R., Lecture Notes in Civil Engineering 2026 Vol. 886 P. 249–255
Numerous studies have provided compelling evidence that the probability distribution of avalanche sizes follows a power law, and that 1/f noise is present in the stochastic dynamics of landslides. We present a theoretical explanation of these phenomena within the framework of self-organized criticality theory, proposing a discrete-time model in the form of a sandpile cellular ...
Added: October 13, 2026
Dmitriev A., Shulman I., Lebedev A., Studies in Computational Intelligence 2026 Vol. 1265 P. 266–273
A discrete-time model is presented for the self-organization of the X/Twitter social network to the edge of a phase transition, characterized by avalanche-like propagation of information in the network. The model is based on the analogy between the critical dynamics of the X social network and sandpile cellular automata with Manna rule on the Chung-Lu ...
Added: October 13, 2026
Makarov D. M., Kalikin N., Fashchevsky K. A. et al., Electrochimica Acta 2026 Vol. 579 Article 150159
Machine learning (ML) has become a powerful tool for accelerating the development of carbon-based supercapacitors;
however, most published models assume that a single predictive framework can describe both conventional
porous carbons and hybrid carbon electrodes. Here, we test this assumption using a comprehensive
benchmark dataset and an extended literature-curated dataset enriched with synthesis- and electrolyte-related
descriptors. Three ML algorithms ...
Added: October 13, 2026
Zhang Z., Ilvovsky D., Information Processing and Management 2026 Vol. 63 No. 7
Transformer-based Large Language Models (LLMs) rely on Key-Value (KV) cache to accelerate autoregressive decoding, but memory and compute requirements still grow with context length, limiting deployment on resource-constrained devices. Existing training-free KV cache compression methods mainly rely on attention-driven retention heuristics, which may under preserve structurally informative tokens under tight cache budgets, especially when such ...
Added: October 13, 2026