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September 11, 2026
How to Assess Students Knowledge in the Age of AI
A researcher at HSE University has proposed a flowchart to help lecturers decide how to assess students who use artificial intelligence. It shows where the use of AI should be restricted and where it can be incorporated into the learning process. The article has been published in IT Professional.
September 9, 2026
‘Balkan Hospitality Opens Doors: Studying Dialects on the Verge of Extinction
You cannot study spoken dialects from books. Instead, you need to go to a village, seek out its elders, and earn the trust of local residents before you can record hours of spontaneous stories. This is how Natalia Muravleva, Associate Professor at the Faculty of Humanities, conducts her research. Her internship in Serbia continued her long-standing study of dialects spoken by Macedonian settlers. In this interview, she discusses how diaspora cultural centres help researchers reach informants, why native speakers need to be interviewed only in their own language (otherwise, as she puts it, they may 'break'), and how a single field season helped her finalise her monograph. She also shares warm memories of autumn in Belgrade and of colleagues with whom grammar can be discussed in three languages at once.
September 9, 2026
Scientists Train Neural Network to Generate Process Plans from 3D Models
Researchers at the HSE FCS AI and Digital Science Institute have developed CAD2TechSpec, a framework that converts 3D models of mechanical parts into machining process plans—step-by-step instructions for machine tools. The solution aims to reduce the time required for the design and preparation of technical process documentation in mechanical engineering, aircraft manufacturing, and other high-tech industries. The study findings have been published in PeerJ Computer Science.

 

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Eye Movements and Word Recognition during Visual Semantic Search: Differences between Expert and Novice Language Learners

Psychology in Russia: State of the Art. 2019. Vol. 12. No. 1. P. 129–146.
Blinnikova I. V., Rabeson M. D., Izmalkova A.

Background. Te empirical studies in visual word recognition done over the past years have been focused on the infuence of contextual, lexical, and semantic properties. Researchers also have taken into consideration the role of individual diferences in the word recognition process, e.g., vocabulary knowledge. Objective. Tis study focuses on the cognitive strategies used by expert and novice language learners in a visual semantic search task. Our hypothesis is that the level of ESL (English as a Second Language) mastery would infuence the word recognition and oculomotor patterns applied by the participants. Design. Te participants–native Russian speakers–were divided into three groups according to their level of English language mastery. Te experimental task involved a search for horizontally- or vertically-oriented English words in letter matrices (15*15); the frequency and length of the words varied. Performance measures (number and orientation of the found words) were registered, along with the participants’ eye movements. Results. Word search efciency depended on the frequency, length, and orientation of the words and the participant’s language mastery; however, these factors did not interact.Te data show that oculomotor events are denser in experts’ results. Learners with diferent levels of language mastery use different information-processing patterns, which are refected in the proportions of fxation and saccade durations. Two complementary trends were found: word search efciency is efected, frst, by a longer gaze scan path, and second, by the focal mode of visual information-processing, manifested in a combination of longer fxations and shorter saccades. Conclusion. Te registration of eye-movement patterns in visual semantic search tasks reveals the characteristics of efective and non-efective cognitive strategies used by ESL students at diferent levels of language competence.

Research target: Psychology
Language: English
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Keywords: visual word recognitionvisual information processing visual searchcognitive strategiesexpert and novice language learner
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