Personalized Language Learning Through Artificial Intelligence: A New Era of Adaptive Education

Authors

DOI:

https://doi.org/10.69760/gsrh.0260303002

Keywords:

artificial intelligence, language learning, personalized learning, adaptive education, educational technology, learner autonomy, natural language processing

Abstract

Artificial intelligence (AI) has significantly transformed educational practices, particularly in language learning. Traditional language education often follows standardized teaching approaches that may not address the diverse needs, learning speeds, and preferences of individual learners. AI-driven technologies have introduced personalized learning systems capable of adapting instructional content, assessment, and feedback according to learner performance and behaviour. This study explores the role of AI in personalized language learning and examines how adaptive educational technologies improve learner engagement, motivation, and language proficiency. Using a qualitative review of recent literature and case studies from AI-based language learning platforms, the paper investigates the effectiveness of AI in vocabulary acquisition, grammar improvement, speaking practice, and learner autonomy. Findings suggest that AI-powered adaptive systems enhance language learning outcomes by providing immediate feedback, personalized recommendations, and continuous assessment. However, challenges such as privacy concerns, technological accessibility, and overdependence on automated systems remain significant. The study concludes that AI represents a transformative force in language education, offering innovative opportunities for adaptive and learner-centred education.

Author Biography

References

Alisoy, H. (2025). The Impact of AI-Powered Personalized Learning on ESL Student Outcomes. EuroGlobal Journal of Linguistics and Language Education, 2(2), 89-98. https://doi.org/10.69760/egjlle.2500187

Alisoy, H. (2026). Examining the Effectiveness of Blended Learning Models in Enhancing English Language Proficiency and Student Engagement in Azerbaijani Higher Education. Journal of Azerbaijan Language and Education Studies, 3(2), 4-18. https://doi.org/10.69760/jales.2026002001

Babayev , J. (2025). Algorithmic Autonomy or Dependence? A Mixed-Methods Study on AI Personalization and Self-Regulated Learning in Higher Education. Journal of Azerbaijan Language and Education Studies, 2(4), 32-39. https://doi.org/10.69760/jales.2025004002

Babayev , J. (2025). Application of Social Platforms in Language Learning. Acta Globalis Humanitatis Et Linguarum, 2(3), 141-148. https://doi.org/10.69760/aghel.0250020020

Babayev, J. (2025). How Music Makes You Fluent: Learning English Through Songs. Acta Globalis Humanitatis Et Linguarum, 2(5), 89-100. https://doi.org/10.69760/aghel.0250050008

Chapelle, C. (2020). Computer-assisted language learning: Foundations and future directions. Cambridge University Press.

Ellis, R. (2022). Speaking practice and feedback in second language learning. Applied Linguistics Review, 13(2), 205–223.

Hattie, J. (2020). Visible learning: Feedback and student achievement. Routledge.

Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Center for Curriculum Redesign.

Li, M., & Zhao, Y. (2021). Artificial intelligence and grammar correction in second language writing. Journal of Educational Technology, 18(3), 45–61.

Loewen, S., Isbell, D. R., & Sporn, Z. (2019). The effectiveness of app-based language instruction for vocabulary learning. Language Learning & Technology, 23(3), 1–18.

Luckin, R. (2018). Machine learning and human intelligence: The future of education for the 21st century. UCL IOE Press.

Mehdizade, N. Y. (2026). The AI revolution in language learning: From textbooks to tech. EuroGlobal Journal of Linguistics and Language Education, 3(3), 83–88.

Murad, Z. B., İsmayıl, Z., Ramiz, M. Z., Ramiz, J. A., Mammad, R. A., & Namig, N. A. (2025). Psycholinguistic methods in data processing. Revista Universidad y Sociedad, 17(3).

Nation, P. (2020). Learning vocabulary in another language (2nd ed.). Cambridge University Press.

Nuri, A. B., & Ismayilli, T. M. (2025). The linguistic characteristics of ChatGPT-assisted academic writing in higher education: A lexico-grammatical and discourse-analytical perspective in EFL contexts. Science, Education and Innovations in the Context of Modern Problems, 8(10), 1314–1319.

Orujlu, A. M. (2026). The effects of online learning on student engagement and achievement. Global Spectrum of Research and Humanities, 3(2), 131–135.

Ryan, R. M., & Deci, E. L. (2020). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.

UNESCO. (2021). AI and education: Guidance for policymakers. UNESCO.

Vygotsky, L. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.

Wang, Y. (2021). Artificial intelligence applications in language education: Emerging trends and challenges. Computer Assisted Language Learning, 34(5), 567–589.

Wang, Y. (2022). AI-based conversational systems and speaking skill development in second language acquisition. Language Teaching Research, 26(4), 611–629.

Zimmerman, B. (2021). Self-regulated learning and academic achievement in digital learning environments. Educational Psychologist, 56(2), 89–104.

Downloads

Published

2026-07-02

Issue

Section

Articles

How to Cite

Babayev, J. (2026). Personalized Language Learning Through Artificial Intelligence: A New Era of Adaptive Education. Global Spectrum of Research and Humanities , 3(3), 23-31. https://doi.org/10.69760/gsrh.0260303002

Similar Articles

81-90 of 107

You may also start an advanced similarity search for this article.