In the context of ongoing digital transformation, increasing attention is being devoted to research focused on integrating technology into humanities and educational processes. In particular, issues related to digital text processing, automated language analysis, and the use of corpus technologies have become important subjects of scholarly investigation. Within this context, the work of Natalya Filatova is recognized as an example of applying analytical and technological approaches to the study of linguistic and educational processes.
Natalya Filatova is the author of scholarly works in the fields of educational analytics, digital technologies, and humanities research. Her academic activity focuses on the application of analytical tools to the study of language processes and the improvement of educational practices. Information about her scientific activity is available through her ORCID researcher profile: https://orcid.org/0009-0005-6496-6706, which reflects her publications and participation in scholarly communication.
In her article, “Automated Quality Prompts for the Translation of Liturgical Texts and Comparative Evaluation Against Human Editing,” published in Perspectives on December 23, 2025, Filatova examines the use of automated tools for translation quality assessment. The study presents a comparative analysis of machine-generated prompts and human editing outcomes, making it possible to evaluate the effectiveness of digital technologies in language-related processes. In particular, the author analyzes the extent to which automated solutions can ensure the accuracy and quality of translations of complex texts.
In another publication, “Reproducing Archaic Vocabulary and Syntax in Modern Translations: Balancing Clarity and Authenticity,” published in H-Visnyk on November 30, 2025 (https://h-visnyk.com.ua/index.php/home/article/view/314), Filatova explores the challenge of preserving linguistic authenticity in translation. The article analyzes approaches to reproducing complex linguistic structures while meeting modern standards of readability and comprehension. The author examines the balance between accurate transmission of meaning and adaptation of texts for contemporary readers, which has practical significance for translation practice.
In her study, “Digital Literacy in Religious Education Through the Use of Corpus Technologies for the Analysis of Sacred Texts,” published by Pedagogical Academy on November 19, 2025 (https://pedagogical-academy.com/index.php/journal/article/view/1440), Filatova investigates the application of corpus technologies for text analysis. The research employs digital language-analysis methods that enable the systematization of large volumes of textual data and their incorporation into educational processes. The author substantiates the potential for integrating such technologies into educational systems to enhance digital literacy.
A comprehensive analysis of these publications demonstrates the emergence of an approach in which linguistic and educational processes are viewed as subjects that can be examined through digital and analytical tools. Filatova’s work shows that even complex humanities-related processes can be structured, analyzed, and improved through the use of modern technologies.
A defining feature of her scientific approach is the integration of humanities-based analysis with technological instruments, enabling more objective research outcomes. In particular, the use of corpus technologies, automated analytical systems, and comparative methodologies contributes to greater precision in the study of language processes.
The practical significance of these studies lies in their potential application in educational programs, translation activities, and digital humanities research. The proposed approaches make it possible not only to analyze texts but also to use the results of such analyses to improve educational practices and learning processes.
More broadly, Natalya Filatova’s scholarly work reflects the growing trend toward the digitalization of the humanities, where data analysis and technological tools are becoming an increasingly important part of research. Her publications demonstrate the possibility of integrating traditional humanities approaches with contemporary digital methodologies.
Thus, Natalya Filatova’s scientific contribution extends beyond individual publications and lies in the development of a practice-oriented approach to the study of linguistic and educational processes through the use of digital technologies, analytical tools, and data-processing methods. Her work demonstrates how corpus technologies, automated assessment systems, and digital analytical methods can be applied to the study of complex linguistic phenomena, the improvement of translation practices, and the advancement of educational programs. The approaches presented in her research may be utilized by educational institutions, translation professionals, digital humanities researchers, curriculum developers, and organizations operating in the fields of language technologies and digital content.
An important concept reflected throughout her studies is the understanding of linguistic and educational systems as dynamic environments that can be continuously improved through the use of data, analytics, and modern technologies. The practical value of this approach lies in its potential application within digital learning environments, translation quality assessment systems, corpus-linguistic research projects, and educational digital-transformation initiatives. For this reason, Natalya Filatova’s scholarly work is of interest not only to the academic community but also to practitioners engaged in the modernization of education, language services, and humanities research in the digital age.
