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Comparing Neural Lexical Models of a Classic National Corpus and a Web Corpus: The Case for Russian
P. 47–58.
Kutuzov A. B., Kuzmenko E.
In this paper we compare the Russian National Corpus to a larger Russian web corpus composed in 2014; the assumption behind our work is that the National corpus, being limited by the texts it contains and their proportions, presents lexical contexts (and thus meanings) which are different from those found ‘in the wild’ or in a language in use.
To do such a comparison, we used both corpora as training sets to learn vector word representations and found the nearest neighbors or associates for all top-frequency nominal lexical units. Then the difference between these two neighbor sets for each word was calculated using the Jaccard similarity coefficient. The resulting value is the measure of how much the meaning of a given word is different in the language of web pages from the Russian language in the National corpus. About 15% of words were found to acquire completely new neighbors in the web corpus.
In this paper, the methodology of research is described and implications for Russian National Corpus are proposed. All experimental data are available online.
In book
Vol. 9041. , Springer, 2015.
M.: Russian State University for the Humanitie, 2026.
Added: September 2, 2026
Association for Computational Linguistics, 2026.
19th Conference of the European Chapter of the Association for Computational Linguistics, Workshop on Linguistic Analysis for Health (2026) ...
Added: August 19, 2026
Belova P., Когнитивные исследования языка 2025 № 1 (62) С. 56–60
This article contains the results of studying the content of SPACE concept in the Russian language consciousness based on the material of literary prose texts of diff erent genres created in the second half of the XXth century and in the XXIst century and presented in th e Russian National Corpus (RNC). The analysis is ...
Added: August 16, 2026
Kanogina P., Когнитивные исследования языка 2026 Т. 2 № 67 С. 118–122
This article is devoted to the study of the conceptualization of city streets in Russian fiction in the second half of the XXth century and in the first quarter of the XXIst century. The analysis of the selected object of open urban space in order to establish the features of its conceptualization was carried out ...
Added: August 16, 2026
Satdarov K., Kharlamova D. S., Yakuboy A. et al., , in: Computational linguistics and intellectual technologies. Papers from the Annual International Conference "Dialogue" (2025)Vol. 23.: [б.и.], 2025. P. 312–321.
This paper presents the development of a comprehensive morphologically annotated corpus for Faroese, a lowresource Germanic language. We describe the creation of a large corpus of contemporary news texts automatically
annotated using a custom-trained SpaCy model. The study demonstrates the effectiveness of creating linguistic re sources for low-resource languages using minimal initial data. We trained a ...
Added: August 6, 2026
M.: Max press, 2026.
The volume includes 64 papers from the international conference on computational linguistics and intelligent technologies 'Dialogue 2026,' representing a broad spectrum of theoretical and applied research in the field of natural language description, language process modeling, and the development of practically applicable computational linguistic technologies.
For specialists in theoretical and applied linguistics and intelligent technologies. ...
Added: June 27, 2026
Burkova S., Khristoforova E., Kimmelman V., , in: Advances in Sign Language Corpus Linguistics.: John Benjamins Publishing Company, 2023. P. 90–129.
This chapter presents the Russian Sign Language (RSL) Corpus and demonstrates
its capabilities as a research tool by summarizing three corpus-based
studies primarily focused on syntactic functions of nonmanual markers.
The first study considers question marking in regular wh-questions and in
question-answer pairs. It shows that the two constructions have very different
nonmanual markers. The second study analyzes marking of ...
Added: June 3, 2026
Smirnov A., Социологические исследования 2023 № 4 С. 39–50
Using the analysis of a corpus of texts from eight leading Russian sociological journals, the article examines the impact of the digitalization of society on sociology in 2000–2021. Frequency analysis of 13.8 thousand scientific texts tracked the introduction of concepts related to digitalization into academic circulation. The article reveals the differences between the journals, due ...
Added: March 18, 2026
Bocharov Y., Моисеенко Л. В., Вестник Санкт-Петербургского университета. Язык и литература 2026 Т. 23 № 2 С. 258–274
This study examines how ideologemes and axiologemes in contemporary political discourse shape the structure and boundaries of a shared discursive worldview. Political speeches are conceptualized as institutional sites of meaning construction where the ideological and value-laden orientations of political actors are discursively manifested. The empirical basis of the research is a corpus of speeches delivered ...
Added: March 15, 2026
Dmitriy S. Tulyakov, Tatiana M. Permyakova, Ekaterina A. Balezina, Вестник Волгоградского государственного университета. Серия 2: Языкознание 2025 Vol. 24 No. 6 P. 58–67
By effectively integrating promotional discourse into grant proposal abstracts, researchers can more compellingly present their ideas and increase their chances of securing funding. Implications of promotional adjectives in grant writing might differ across various research fields. This study aims to explore the use of promotional adjectives in abstracts of research grant proposals in six research ...
Added: March 2, 2026
Belova P., В кн.: Актуальные вопросы лингвистики и литературоведения: сборник научных статей по материалам международной научной конференции памяти доктора филологических наук, профессора Л.А. Араевой (6–8 февраля 2025).: Кемеровский государственный университет, 2025. С. 155–160.
This article contains research results on the dynamics of squares’ perception in the city space in the Russian language picture of the world over time, starting from the second half of the XXth century to the present. Turning to the subcorpus of literary texts of the second half of the XXth century and the XXIst ...
Added: February 4, 2026
Kotov F., Timokhin I., Ivanov F., , in: 2023 XVIII International Symposium Problems of Redundancy in Information and Control Systems (REDUNDANCY).: IEEE, 2023.
The Successive Cancellation List (SCL) algorithm is a widely used decoding technique in communication systems. However, constructing the critical set for SCL decoding is a challenging task, as it requires a large number of computations and can lead to significant decoding delays. In this paper, a new approach to critical set construction for SCL decoding ...
Added: January 26, 2026
Yakovleva A., Kosheliuk N., Moroz G., International Journal of Bilingualism 2025 P. 1–19
Aims and Research Questions: In this paper, we present a corpus-based study of preposition drop (p-drop) in the speech of Mari-Russian and Beserman-Russian bilinguals compared to the speech of Russian monolinguals. Based on data from spoken corpora, we demonstrate that the prepositions v ‘in’, k ‘to’, s ‘with’ are omitted in the speech of bilinguals ...
Added: November 26, 2025
Zemicheva S., Moroz G., Naccarato C., Вопросы языкознания 2025 № 6 С. 7–34
Наличие супплетивной формы лет в парадигме существительного год отличает русский язык от других восточнославянских. При этом в русских говорах вместо лет может использоваться вариант годов. Данные панхронического подкорпуса НКРЯ показывают, что форма годов, зафиксированная впервые в XV в., на всем протяжении истории русского языка была
периферийной, в XVII–XVIII вв. использовалась преимущественно в нехудожественных текстах, а в ...
Added: November 12, 2025
Maslenikova A., Tatiana I. Popova, , in: 27th International Conference, SPECOM 2025, Szeged, Hungary, October 13–15, 2025, Proceedings, Part I. Speech and Computer. Lecture Notes in Artificial Intelligence 16187Vol. 16187: Lecture Notes in Artificial Intelligence.: Springer, 2025. P. 278–292.
This article presents a system for the automatic processing of user comments aimed at annotating speech and discourse formulas that actively function in everyday interaction, including digital communication. A Python-based program using the Telegram API was developed to automate the collection, filtering, and annotation of empirical data. In addition to building a user corpus, the ...
Added: October 19, 2025
Springer, 2025.
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Added: October 19, 2025