• A
  • A
  • A
  • АБВ
  • АБВ
  • АБВ
  • A
  • A
  • A
  • A
  • A
Обычная версия сайта
  • RU
  • EN
  • HSE University
  • Publications
  • Articles
  • Text collections for evaluation of Russian morphological taggers
  • RU
  • EN
Расширенный поиск
Высшая школа экономики
Национальный исследовательский университет
Priority areas
  • business informatics
  • economics
  • engineering science
  • humanitarian
  • IT and mathematics
  • law
  • management
  • mathematics
  • sociology
  • state and public administration
by year
  • 2027
  • 2026
  • 2025
  • 2024
  • 2023
  • 2022
  • 2021
  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011
  • 2010
  • 2009
  • 2008
  • 2007
  • 2006
  • 2005
  • 2004
  • 2003
  • 2002
  • 2001
  • 2000
  • 1999
  • 1998
  • 1997
  • 1996
  • 1995
  • 1994
  • 1993
  • 1992
  • 1991
  • 1990
  • 1989
  • 1988
  • 1987
  • 1986
  • 1985
  • 1984
  • 1983
  • 1982
  • 1981
  • 1980
  • 1979
  • 1978
  • 1977
  • 1976
  • 1975
  • 1974
  • 1973
  • 1972
  • 1971
  • 1970
  • 1969
  • 1968
  • 1967
  • 1966
  • 1965
  • 1964
  • 1963
  • 1958
  • More
Subject
News
October 19, 2026
'Cultural Studies Seeks to Understand What Lies Beneath the Surface of Everyday Things'
Maxim Zhiganov has been exploring different aspects of sound for many years—first in relation to his native Perm and then on a broader, global scale. In this interview for the HSE Young Scientists project, he talks about sound maps, the special issue of the journal Logos, and why it is important to make the familiar less clear and obvious.
October 14, 2026
At HSE University–St Petersburg, Experts Discuss How AI Changes Tourist Routes and Cultural Heritage
Neural networks are no longer simple travel assistants; now they decide what to include on the route and what to skip. Artificial intelligence changes how people perceive a place and shapes the image of tourist centres. At the II International Scientific and Practical Conference ’Information Technologies in the Preservation and Promotion of Cultural Heritage,’ researchers discussed who controls algorithmic solutions and in what ways, and whether authentic traditions get lost in them.
October 12, 2026
Road Injuries Leading Cause of Death Among Men Aged 10 to 39
Worldwide, road injuries are the leading cause of death among males aged 10–39. An international team of researchers reached this conclusion as part of the Global Burden of Disease Study 2023, analysing data from 204 countries between 1990 and 2023. Their findings have been published in The Lancet Public Health, with HSE University Professor Vasily Vlassov listed among the collaborators.

 

Have you spotted a typo?
Highlight it, click Ctrl+Enter and send us a message. Thank you for your help!

Publications
  • Books
  • Articles
  • Chapters of books
  • Working papers
  • Report a publication
  • Research at HSE

?

Text collections for evaluation of Russian morphological taggers

Jazykovedny Casopis. 2017. Vol. 68. No. 2. P. 258–267.
Lyashevskaya O., Bocharov V., Sorokin A., Shavrina T., Granovsky D., Alexeeva S.

The paper describes the preparation and development of the text collections within the framework of MorphoRuEval-2017 shared task, an evaluation campaign designed to stimulate development of the automatic morphological processing technologies for Russian. The main challenge for the organizers was to standardize all available Russian corpora with the manually verified high-quality tagging to a single format (Universal Dependencies CONLL-U). The sources of the data were the disambiguated subcorpus of the Russian National Corpus, SynTagRus, OpenCorpora.org data and GICR corpus with the resolved homonymy, all exhibiting different tagsets, rules for lemmatization, pipeline architecture, technical solutions and error systematicity. The collections includes both normative texts (the news and modern literature) and more informal discourse (social media and spoken data), the texts are available under CC BY-NC-SA 3.0 license.

Research target: Computer Science Philology and Linguistics
Priority areas: humanitarian
Language: English
Full text
DOI
Text on another site
Keywords: natural language processingлексико-грамматическая разметкакорпуса языкаmorphological tagginguniversal dependenciesуниверсальные зависимостиtext collectionshared taskRussian corporaтекстовые коллекцииоценка автоматических методов обработки текста
Similar publications
Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026)
[б.и.], 2026.
While Large Language Models (LLMs) have revolutionized NLP, they remain prone to hallucinations, reasoning “mode-collapse” in open-ended generation, and a lack of factual provenance. The Automated Knowledge Base Construction (AKBC) workshop addresses a key missing piece of the generative era: structured knowledge. Knowledge Bases (KBs) serve as ground truth for fact verification, the semantic backbone ...
Added: October 28, 2026
Molecular dynamics and machine learning insights into oil-brine interfacial tension: Uncovering roles of dissolved gases and salinity
Nikitiuk B., Lenev D., Pisarev V. et al., Journal of Colloid and Interface Science 2026 Vol. 718 Article 140444
Hypothesis:Accurate determination of interfacial tension values is crucial for many modeling applications in the oil and gas industry. However, many of the presently used empirical and theoretical models show poor prediction accuracy and do not allow for direct consideration of the concentrations of gases and salts dissolved in the system as well as the specific ...
Added: October 28, 2026
Predicting multi-component oil viscosity using machine learning methods
Deshchenya V., Nikolay D. Kondratyuk, Sivakova A. et al., Chemical Engineering Sciences 2027 Vol. 337 Article 124616
Accurate prediction of complex formulation viscosity is crucial for the lubricant industry and engineering processes. However, developing generalizable models remains challenging due to the complexity of industrial mixtures and the scarcity of public experimental data, often resulting from corporate proprietary restrictions. This study presents a machine-learning workflow for viscosity estimation from a proprietary pseudonymized dataset, ...
Added: October 28, 2026
PARSE: Physical attribute representativity and stationarity evaluator open-source library for 3D images using scalar and vector metrics
Zubov A., Zubov A., Малявко, Я. et al., Computer Physics Communications 2025 Vol. 317 Article 109860
The concept of representative volume (REV, or RVE in material sciences) is the cornerstone of continuum scale models – one needs to get the volume big enough so that it could be represented with an averaged value (scalar, vector or tensorial, etc.). While REV should be established in all larger scale simulations, this is rarely ...
Added: October 28, 2026
Сверхотчуждаемая посессивность в тунгусо-маньчжурских языках в типологической перспективе
Buzanov A., Известия РАН. Серия литературы и языка 2026 Т. 85 № 5 С. 115–127
Typologies of possessive systems usually distinguish lexical and semantic splits between inalienable and alienable possession. Much less attention has been paid to the next boundary on the extended scale, namely the boundary between alienable and super-alienable possession. This article shows that Tungusic constructions with the suffix -ŋ(V) represent a semantic realization of precisely this type ...
Added: October 28, 2026
Ветер перемен: система глаголов поля ‘менять’ в русском языке в синхронии и (микро) диахронии
Ovchinnikova A., Reznikova T., Ryzhova D. et al., Acta Linguistica Petropolitana. Труды института лингвистических исследований 2026 Т. 22 № 1 С. 68–133
The paper describes the system of verbs of change in the Russian language against a typological background within the frame approach to lexical typology. In Russian, this system can be qualified as dominant: the imperfective verb menyat(sya) and its prefixed perfective derivative menyat(sya) cover most of the frames in the field. At the same time, in ...
Added: October 27, 2026
Лексическая типология поля ‘менять’
Ryzhova D., Reznikova T., Starchenko A. et al., Acta Linguistica Petropolitana. Труды института лингвистических исследований 2026 Т. 22 № 1 С. 11–40
The article introduces a thematic issue on the lexical typology of the semantic field ‘change’ and provides an overview of its structure and colexifi cation patterns. The study uses a frame-based approach, under which lexical meanings are analyzed through sets of recurrent situations (frames). The core of this approach lies in investigating cross-linguistic variation by examining ...
Added: October 27, 2026
Amplifying Latent Safety in Large Language Models via Gated Activation Steering
Roman Prosvirnin, Suslov A., Aleksei Soldatov et al., Computation 2026 Vol. 14 No. 10 Article 261
Abstract Safety-aligned language models often encode that a request is harmful yet still comply with it. We turn this gap between internal recognition and observable behavior into an inference-time defense. The proposed activation-steering method uses a multiplicative operator that amplifies the residual-stream component along a harm-recognition direction. Intervention strength scales with the model’s own assessment of ...
Added: October 27, 2026
PACTraD: Multi-Task Benchmark and Domain-Specific Attention Mechanism for Wildlife Classification, Detection, and Segmentation in Protected Area Camera Trap Data
Aleksei Samarin, Nazarenko A., Nazarenko D. et al., Big Data and Cognitive Computing 2026 Vol. 10 No. 11 P. 1–52
Camera traps are a key tool for non-invasive wildlife monitoring, yet models trained on existing benchmarks often generalize poorly to new regions due to domain shift, class imbalance, and natural variability in illumination, season, and background. We introduce PACTraD, a benchmark of 116,973 annotated camera trap images collected in a protected area of the Baikal ...
Added: October 27, 2026
Семантическое поле ‘менять’ в севернохантыйском языке: доминантная система с размытой периферией
Starchenko A., Маринина В. В., Acta Linguistica Petropolitana. Труды института лингвистических исследований 2026 Т. 22-1 С. 352–404
The study focuses on the semantic field ‘change’ in Northern Khanty. Based on a typological questionnaire, we present data on the use of the lexical items of the field and provide their analysis in frame semantics. We show that Northern Khanty has a dominant system in which most frames are expressed by the pɛlət- / ...
Added: October 27, 2026
Юмор как стратегия популяризации медицинского знания (кейс-стади)
Пинчукова А. Е., Филологический вестник 2026 Т. 5 № 5 С. 152–167
The article examines the phenomenon of humor as an effective strategy for popularizing scientific knowledge in general and medical knowledge in particular. The aim of the study is to establish mechanisms for adapting medical phenomena to the extralinguistic and linguistic features of popular science works on medical topics in English. It is noted that the ...
Added: October 26, 2026
Стратегии популяризации медицинского знания в произведениях художественного нон-фикшена: лингвостилистический анализ
Пинчукова А. Е., Современный ученый 2026 № 11 С. 190–202
The article analyzes strategies for popularizing medicine in the context of a rapidly developing literary genre. The aim of the study is to identify ways to adapt medical knowledge to the stylistic and pragmatic features of nonfiction works on medical topics, used by science communicators with different professional backgrounds. The article examines the genre of ...
Added: October 26, 2026
2026 10th Scientific School Dynamics of Complex Networks and their Applications
IEEE, 2026.
Proceedings of the X Scientific School "Dynamics of Complex Networks and their Applications" (DCNA'2026) contain papers of reports of scientists and specialists in the field of intelligent technologies, engineering education, research and design of complex networks. DCNA'2026 was held from 10 to 12 September 2026 in Moscow, Russia, as a part of the International Forum on Artificial Intelligence and ...
Added: October 26, 2026
A Curated Dataset for Chemical Characterization of Heated Tobacco Product Aerosol
Maddalena L., Yildiz B., Del Vecchio Blanco F. et al., Scientific data 2026 P. 1–20
We addressed the task of chemical characterization of the aerosol emitted by heated tobacco products (HTPs) and of the smoke emitted by conventional/commercial cigarettes, usually adopted as a reference. Emphasis was placed on quantifying constituents for enabling the identification of novel compounds through targeted and untargeted analyses, and the evaluation of reductions in toxicant exposure under ...
Added: October 26, 2026
Как сохранить цифровую память: об архивации, доверии и электронных базах данных
Душакова Н., Фольклор: структура, типология, семиотика 2025 Т. 8 № 4 С. 145–159
Цифровая среда может выступать не только каналом трансмиссии устной памяти или хранилищем разрозненных воспоминаний, целенаправленно или стихийно создаваемых каждым, кто пользуется смартфоном. Как и устная память, выделяемая современными исследователями «память цифровая» представляет собой активный процесс, на который влияют самые разные факторы (от контекста размещения оцифрованных или изначально цифровых данных до надежности инфраструктуры и заинтересованности отдельных ...
Added: October 25, 2026
Vague stimulating ideas, images and metaphors in scientific thinking: researchers' work with horizons of unclear knowledge
Poddiakov A., / Series Social Science Research Network "Social Science Research Network". 2026. No. 7437658.
Clarity of knowledge and reasoning is necessary in many cases. Yet vagueness in scientific thinking related to surprise, curiosity, "ability to engage with not-knowing" (de Freitas) and abductive reasoning is also a crucially important source of scientific creativity which supplements combinatorial logic when dealing with the already known. Starting from studies by C. S. Peirce ...
Added: September 15, 2026
Система синтаксических инвариантов текстовой деятельности: статистические дескрипторы, семантическая структура и диагностические профили
Kudriavtseva E., / РЦИС. Серия № 0148-756-286. 2026.
The content of the work is the system is a system for identifying four types of written speech structures. A set of 11 calculated parameters, statistical standards, and semantic characteristics allows for the identification of a text's structure as the result of a specific cognitive schema (scene, event, story, evaluation). The method has been verified ...
Added: June 2, 2026
Почему растущие доходы не делают людей счастливее: эмоциональное объяснение парадокса Истерлина (Why Growing Incomes Do Not Make People Happier: an Emotional Explanation of the Easterlin Paradox)
Vorchik A., / SSRN. Серия Social Science Research Network "Social Science Research Network". 2026.
This work is devoted to a theoretical explanation of the Easterlin paradox, according to which long-term economic growth does not make average level of people's happiness increasing. By happiness, we mean the intensity of emotions people experience while comparing their new income with its expected value, or the target income with its original value. In the first case, ...
Added: May 31, 2026
Школьный литературный канон эмиграции 1918–1939 гг.
Strizhkova D., / Институт русской литературы (Пушкинский Дом) РАН. Серия B001 "Репозиторий открытых данных по русской литературе и фольклору". 2026.
В базе данных представлена роспись русскоязычных литературных произведений и отрывков, напечатанных в учебниках по словесности, хрестоматиях, книгах для чтения, сборниках стихотворений и рассказов, выходивших во Франции, Германии, Латвии, Эстонии, Болгарии, Сербии в период первой волны русской эмиграции с 1918 по 1939 гг. Датасет представляет интерес для исследователей школьного литературного канона, эмиграции и детского чтения ...
Added: April 22, 2026
Современная российская мультипликация как инструмент воспитания традиционных духовно-нравственных ценностей
Жигунов А. Ю., / Basic Research Programme. Серия HUM "Humanities". 2026. № 1.
The article attempts to describe the features of the educational potential of Russian animation programmes in aspect of the representation of traditional spiritual and moral values. Based on media and semiotic analysis, the method of cultural and historical interpretation, animated Russian projects created from 2000 to the 2025, which were translated on television channels or streaming ...
Added: April 19, 2026
Transformer-based approaches for lemmatizing abbreviations in Russian texts
Glazkova A., Lyashevskaya O., Morozov D. et al., Journal of Mathematical Sciences 2025 Vol. 546 P. 32–47
This paper addresses the task of lemmatizing abbreviations in the Russian language. Abbreviation lemmatization is particularly challenging, as it involves not only transforming a word into its normal form but also correctly expanding the abbreviation. We explore two approaches to this task, both leveraging large pretrained language models. The first approach is generative, where the ...
Added: March 10, 2026
RuCLEVR: A Russian Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
Biryukova K., Chelnokova D., Erkenova J. et al., Communications in Computer and Information Science 2024 Vol. 2364 CCIS P. 109 – 121
Added: February 25, 2026
Политическая аккомодация культурных различий в индустриально развитых обществах (Political Accommodation of Cultural Differences in Industrialized Societies)
Малахов В. С., Симон М. Е., Летняков Д. Э. et al., / SSRN. Серия Social Science Research Network "Social Science Research Network". 2020.
The  notion  of  “political  accommodation” applied  to the  theory  and  practice  of managing cultural diversity could enrich the Russian academic dictionary. Liberal democratic states invented specific mechanisms for political accommodation of cultural differences. Thanks to these mechanisms, the part of the population of a democratic state that is not ready to dissolve into the ethnocultural ...
Added: September 26, 2025
Национальная мощь современных государств: сравнительный анализ. Аналитический доклад
Melville A. Y., Каберник В. В., Mironyuk M. et al., / МГИМО МИД России. 2024.
Данный аналитический доклад является одним из результатов исследований в рамках консорциума НИУ ВШЭ и МГИМО. В нем прежде всего раскрыты вопросы концептуализации национальной мощи и сопутствующих категорий и дается обзор прецедентов. Далее рассматриваются вопросы операционализации предлагаемых нами компонентов национальной мощи. В следующих разделах доклада предлагается анализ вопросов методологии, используемой в докладе. На этой основе предложен ...
Added: September 19, 2025
  • About
  • About
  • Key Figures & Facts
  • Sustainability at HSE University
  • Faculties & Departments
  • International Partnerships
  • Faculty & Staff
  • HSE Buildings
  • HSE University for Persons with Disabilities
  • Public Enquiries
  • Studies
  • Admissions
  • Programme Catalogue
  • Undergraduate
  • Graduate
  • Exchange Programmes
  • Summer University
  • Summer Schools
  • Semester in Moscow
  • Business Internship
  • Research
  • International Laboratories
  • Research Centres
  • Research Projects
  • Monitoring Studies
  • Conferences & Seminars
  • Academic Jobs
  • Yasin (April) International Academic Conference on Economic and Social Development
  • Media & Resources
  • Publications by staff
  • HSE Journals
  • Publishing House
  • iq.hse.ru: commentary by HSE experts
  • Library
  • Economic & Social Data Archive
  • Video
  • HSE Repository of Socio-Economic Information
  • HSE1993–2026
  • Contacts
  • Copyright
  • Privacy Policy
  • Site Map
Edit