Language Transformations Under the Influence of Artificial Intelligence: Linguistic Trends and Development Prospects

Authors

  • Wei Zhang School of Foreign Languages, Yantai University. Yantai, China Author https://orcid.org/0000-0001-9698-9471
  • Inna Zavalniuk Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University, Faculty of Philology and Journalism named after Mykhailo Stelmakh, Department of Ukrainian Language. Vinnytsia, Ukraine Author https://orcid.org/0000-0002-3993-9555
  • Valentyna Bohatko Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University, Faculty of Philology and Journalism named after Mykhailo Stelmakh, Department of Ukrainian Language. Vinnytsia, Ukraine Author https://orcid.org/0000-0002-3634-9488
  • Nina Kukhar Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University, Faculty of Philology and Journalism named after Mykhailo Stelmakh, Department of Ukrainian Language. Vinnytsia, Ukraine Author https://orcid.org/0000-0002-9293-6804
  • Oleksiy Pavlyuk Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University, Faculty of Philology and Journalism named after Mykhailo Stelmakh, Department of Ukrainian Language. Vinnytsia, Ukraine Author https://orcid.org/0000-0002-9520-545X

DOI:

https://doi.org/10.56294/mr2025161

Keywords:

Ukrainian language, language mentality, communicative and pragmatic paradigm, new trends, automated text processing, cross-linguistic adaptation, cultural identity, dialects, English, linguistic analysis

Abstract

Introduction: The article is devoted to the analysis of the linguistic features of the application of artificial intelligence (AI) on the material of the English and Ukrainian languages. The research material included texts created or processed using AI (in particular, ChatGPT, Google Translate, Grammarly), as well as the results of surveys of these technologies’ users. The aim of the work is to determine the impact of AI on language structure, stylistics, interlingual adaptation and communication.
Methods: The study used methods of content analysis, comparative analysis, and expert evaluation.
Results: The main results showed that the English language is more adapted for the work of AI, which is manifested in higher accuracy of grammatical and stylistic corrections. The Ukrainian language demonstrates significant challenges for AI, in particular in the reproduction of dialects, stylistic nuances and complex syntactic constructions. AI facilitates interlingual communication, but sometimes leads to the loss of cultural and linguistic features. There are risks of standardizing language norms, which may negatively affect the preservation of unique linguistic feature
Conclusions: The results show that there if the need to improve AI algorithms to better adapt to the peculiarities of different languages. The completion of this task presupposes involving linguists to ensure linguistic diversity.

References

Zavalniuk I, Kholod I, Bohatko V, Pavlyuk O. Lexical-syntactical repetition in the system of stylistic figures: status, specification, functions. Ad Alta: Journal of Interdisciplinary Research 2022;12(1):268−274. http://www.magnanimitas.cz/ADALTA/120125/papers/A_48.pdf

Zavalniuk I, Bohatko V, Pavlyuk O, Kholod I, Horobets R. Cognitive linguistics and modern language pedagogy. Ad Alta: Journal of Interdisciplinary Research 2021;11(2), Spec. Issue XXVI:171−174. http://www.magnanimitas.cz/ADALTA/110224/papers/A_30.pdf

Shynkaruk V, Kharchenko S, Zavalnyuk I. “Language-culture” dychotomy in formation of the mental sphere of ethnic consciousness and specificity of national world perception. Bulletin of the National Academy of Culture and Arts Management 2019;1:96−101. https://doi.org/10.32461/2226-3209.1.2019.166572

Editor’s Note. Special Issue on Artificial Intelligence for Higher Education in the COVID-19 era: Emerging Technologies, Challenges, and Pedagogy-informed Applications. International Journal of Artificial Intelligence in Education 2024;34. https://doi.org/10.1007/s40593-023-00390-x

Agrawal A, Gans J, Goldfarb A. How AI will change the way we make decisions. Harvard Business Review 2017 Jul 26. https://hbr.org/2017/07/how-ai-will-change-the-way-we-make-decisions

Russell S, Norvig P, editors. Artificial intelligence: A modern approach. 3rd ed. Pearson; 2010. http://repo.darmajaya.ac.id/5272/1/Artificial%20Intelligence-A%20Modern%20Approach%20%283rd%20Edition%29%20%28%20PDFDrive%20%29.pdf

Arcenal EKE, Capistrano LPV, De Guzman MJD, Forrosuelo MIM, Miranda JM. Comparative Analysis of Reddit Posts and ChatGPT-Generated Texts’ Linguistic Features: A Short Report on Artificial Intelligence’s Imitative Capabilities. International Journal of Multidisciplinary: Applied Business and Education Research 2024;5(9):3475–3481. https://doi.org/10.11594/ijmaber.05.09.06

Binz M, Schulz E. Using cognitive psychology to understand GPT-3. Proceedings of the National Academy of Sciences 2023;120(6):e2218523120. https://doi.org/10.1073/pnas.2218523120

Ahmad SF, Han H, Alam MM, Rehmat MK, Irshad M, Arrano-Munoz M, et al. Impact of Artificial Intelligence on Human Loss in Decision Making, Laziness and Safety in Education. Humanities and Social Sciences Communications 2023;10:311. https://doi.org/10.1057/s41599-023-01787-8

Crompton H, Burke D. Artificial Intelligence in higher education: The state of the field. International Journal of Educational Technology in Higher Education 2023;20:22. https://doi.org/10.1186/s41239-023-00392-8

King MR. A conversation on artificial intelligence, chatbots, and plagiarism in higher education. Cellular and Molecular Bioengineering 2023;16:1–2. https://doi.org/10.1007/s12195-022-00754-8

Gao CA, Howard FM, Markov NS, Dyer EC, Ramesh S, Luo Y, et al. Comparing scientific abstracts generated by ChatGPT to real abstracts with detectors and blinded human reviewers. NPJ Digital Medicine 2023;6(1):75. https://doi.org/10.1038/s41746-023-00819-6

Dans E. ChatGPT and the decline of critical thinking. Insights 2023. https://www.ie.edu/insights/articles/chatgpt-and-the-decline-of-critical-thinking/

Patty J. The use of AI in language learning: what you need to know. Journal Review Pendidikan dan Pengajaran 2024;7:642–654. https://journal.universitaspahlawan.ac.id/index.php/jrpp/article/view/24609

De Schryver GM, Joffe D. The end of lexicography, welcome to the machine: On how ChatGPT can already take over all of the dictionary maker’s tasks. Universiteit Gent 2023. https://biblio.ugent.be/publication/01GWSGV0M8HYZVNXV8SSZ0VXBG

Markus M, Kirner-Ludwig M. A Philologist’s Perspective on Artificial Intelligence – a Case Study into English Dialect Dictionary Online 4.0. International Journal of Lexicography 2024;37(2):226–252. https://doi.org/10.1093/ijl/ecae001

Jakesch M, Hancock JT, Naaman M. Human heuristics for AI-generated language are flawed. Proceedings of the National Academy of Sciences 2023;120(11):e2208839120. https://doi.org/10.1073/pnas.2208839120

Jarrahi MH, Lutz C, Newlands G. Artificial intelligence, human intelligence and hybrid intelligence based on mutual augmentation. Big Data & Society 2022;9(2). https://doi.org/10.1177/20539517221142824

Mieczkowski H, Hancock JT, Naaman M, Jung M, Hohenstein J. AI-mediated communication: Language use and interpersonal effects in a referential communication task. Proceedings of the ACM on Human-Computer Interaction 2021;5(CSCW1):art. 17, 1–14. https://doi.org/10.1145/3449091

Mizumoto A, Eguchi M. Exploring the potential of using an AI language model for automated essay scoring. Research Methods in Applied Linguistics 2023;2(2):100050. https://doi.org/10.1016/j.rmal.2023.100050

Else H. Abstracts written by ChatGPT fool scientists. Nature 2023;613(7944):423 [viewed 14 Apr 2025]. https://doi.org/10.1038/d41586-023-00056-7

Farrokhnia M, Banihashem SK, Noroozi O, Wals A. A SWOT analysis of CHATGPT: Implications for educational practice and Research. Innovations in Education and Teaching International 2023;61(3):460–474. https://doi.org/10.1080/14703297.2023.2195846

Sabzalieva E, Valentini A. ChatGPT and artificial intelligence in higher education: quick start guide. UNESCO International Institute for Higher Education in Latin America and the Caribbean 2023. https://unesdoc.unesco.org/ark:/48223/pf0000385146.locale=en

Theocharopoulos PC, Anagnostou P, Tsoukala A, Georgakopoulos SV, Tasoulis SK, Plagianakos VP. Detection of Fake Generated Scientific Abstracts. ArXiv 2023 Apr 11. https://doi.org/10.48550/arXiv.2304.06148

Xu Y, Liu X, Cao X, Huang C, Liu E, Qian S, et al. Artificial intelligence: A powerful paradigm for scientific research. The Innovation 2021;2(4):100179. https://doi.org/10.1016/j.xinn.2021.100179

Stanko D. Integrating Artificial Intelligence in Naruto Fan Fiction Writing: a Case Study. Arab World English Journal (AWEJ), Spec Issue ChatGPT 2024 Apr:156–168. https://doi.org/10.24093/awej/ChatGPT.10

Pisica AI, Edu T, Zaharia RM, Zaharia R. Implementing Artificial Intelligence in higher education: PROS and cons from the perspectives of Academics. Societies 2023;13(5):118. https://doi.org/10.3390/soc13050118

Wei L. Artificial intelligence in language instruction: impact on English learning achievement, L2 motivation, and self-regulated learning. Frontiers in Psychology 2023;14. https://doi.org/10.3389/fpsyg.2023.1261955

Fedoriv Y, Shuhai A, Pirozhenko I. Linguo-Cognitive Markers in Human vs AI Text Attribution: A Case Study of Narrative and Descriptive Discourse. Current Issues in Humanities 2023;66(3):130–145. https://doi.org/10.24919/2308-4863/66-3-20

Hancock JT, Naaman M, Levy K. AI-Mediated Communication: Definition, research agenda, and ethical considerations. Journal of Computer-Mediated Communication 2020;25(1):89–100. https://doi.org/10.1093/jcmc/zmz022

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Published

2025-06-04

How to Cite

1.
Zhang W, Zavalniuk I, Bohatko V, Kukhar N, Pavlyuk O. Language Transformations Under the Influence of Artificial Intelligence: Linguistic Trends and Development Prospects. Metaverse Basic and Applied Research [Internet]. 2025 Jun. 4 [cited 2025 Jun. 14];4:161. Available from: https://mr.ageditor.ar/index.php/mr/article/view/161