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May 25, 2026
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Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
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Discourse Formulae

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Rakhilina E. V., Bičkova, P., Ryžova, D.
Language: English
Text on another site
Keywords: discourse formulae

In book

Encyclopedia of Slavic Languages and Linguistics Online
Brill, 2020.
Similar publications
Kak že kak že! Russian discourse formula of confirmation as a marker of recognition
Ekaterina Rakhilina, Bychkova P., , in: Constructions with lexical repetitions in East Slavic.: De Gruyter Mouton, 2024. P. 197–222.
The chapter presents a case study of the repetition mechanism within the development of discourse formulae, i.e., multi-word formulaic replies similar to yes and no. It closely examines the process of pragmaticalization in the Russian formula Kak že! (‘how part’) and its duplicated counterpart. The diachronic corpus data shows that the formula Kak že! emerged ...
Added: February 13, 2025
God knows how it turns out: on three constructions including Bog ‘God’, čert ‘devil’ and some taboo words in the Russian language over the last three centuries
Budennaya E., Litvintseva K., Yakovleva A., Jazykovedny Casopis 2023 Vol. 74 No. 1 P. 19–31
The constructions with the anchor [Noun-Nom Verb (meaning ‘to know’)] are very productive in Russian. In this article we show that variables such as Bog ‘God’, čert ‘devil’ and xer/xren ‘X/horseradish’ have some common patterns, as well as some shifts with exclusive patterns in semantics and constructionalization. ...
Added: September 28, 2023
Multilingual Pragmaticon: Database of Discourse Formulae
Buzanov A., Bychkova P., Molchanova A. et al., , in: Proceedings of the Thirteenth Language Resources and Evaluation Conference.: European Language Resources Association (ELRA), 2022. P. 3331–3336.
The paper presents a multilingual database aimed to be used as a tool for typological analysis of response constructions called discourse formulae (DF), cf. English ‘No way¡ or French ‘Ça va¡(‘all right’). The two primary qualities that make DF of theoretical interest for linguists are their idiomaticity and the special nature of their meanings (cf. ...
Added: October 14, 2022
Towards pragmatic construction typology: The case of discourse formulae
Bychkova P., Rakhilina E. V., , in: Discourse phenomena in typological perspective.: John Benjamins Publishing Company, 2023. Ch. 3 P. 35–63.
This paper discusses the frame method developed by Moscow lexical typology group in application to pragmatic constructions, namely, discourse formulae (idiomatic answers like Fair enough or You bet!). The methods of data collection and analysis are illustrated with a case study of negative discourse formulae in four Slavic languages. The study shows how the field of negation is organized, and how answering strategies differ in ...
Added: October 29, 2021
‘No way!’ Discourse formulae of disagreement in Russian and English: a comparative study
Koziuk E., Badryzlova Y., , in: Computational Linguistics and Intellectual Technologies: Papers from the Annual International Conference “Dialogue” (2021)Issue 20: Основной том.: -, 2021. P. 445–455.
Added: May 11, 2021
Свойства дискурсивных формул на примере русских конструкций ты что и что ты
Bychkova P., Русский язык в научном освещении 2020 № 2 (40) С. 88–111
The paper discusses semantic description of the so-called discourse formulae, idiomatic expressions used as speaker's reactions in a dialogue. They are considered in the framework of construction grammar, as a peripheral class of constructions with its specific properties. A case study of two synonymous Russian discourse formulae TY ČTO and ČTO TY provides an account ...
Added: September 23, 2020
Defining discourse formulae: computational approach
Gerasimenko Ekaterina, Puzhaeva Svetlana, Zakharova Elena et al., , in: Proceedings of Third Workshop "Computational linguistics and language science"Issue 4.: Manchester: EasyChair, 2019. P. 61–69.
In this paper, we address the problem of automatic extraction of discourse formulae. By discourse formulae (DF) we mean a special type of constructions at the discourse level, which have a fixed form and serve as a typical response in the dialogue. Unlike traditional constructions [4, 5, 6], they do not contain variables within the ...
Added: October 31, 2019
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