Artificial Intelligence and English Language Learning: A Systematic Review

Authors

Keywords:

Artificial Intelligence, English Language Learning, Intelligent Tutoring Systems, Language Acquisition

Abstract

This systematic review delves into the dynamic realm where Artificial Intelligence (AI) intersects with English Language Learning (ELL), examining the multifaceted impact of AI technologies on pedagogy and language acquisition. Four key themes emerged from an analysis of diverse studies. Firstly, a myriad of AI technologies, including Intelligent Tutoring Systems (ITS), Natural Language Processing (NLP), and Speech Recognition, weaves a tapestry of personalized and adaptive learning experiences. Secondly, the positive influence of AI on language acquisition is evident, with ITS showcasing efficacy in improving language skills and Speech Recognition contributing to enhanced pronunciation and speaking abilities. The third theme unveils evolving pedagogical models, where Blended Learning Approaches and Adaptive Learning Paths harmonize traditional and AI-driven instructional methods. Finally, methodological considerations and challenges underscore the diversity of research approaches, emphasizing the importance of ethical navigation in the integration of AI into language education. This synthesis not only paints a comprehensive picture of the current landscape but also beckons educators, researchers, and policymakers to collaboratively shape a future where AI augments and transforms English language learning into a dynamic and inclusive journey.

References

Abella, J., De Gracia, J., Maningo, S. A., Paculanang, M. R., & Kilag, O. K. (2023). Integrating Collaborative Strategic Reading (CSR) in ESL Instruction: Effects on Reading Comprehension, Content Mastery, and Language Acquisition. Excellencia: International Multi-disciplinary Journal of Education, 1(5), 88-99.

Abrenilla, E. M., Redido, C., Abendan, C. F., & Kilag, O. K. (2023). The Next Chapter of ELT: Embracing AI-Infused Pedagogies and Evolving Educational Strategies in the Post-Pandemic Landscape. Excellencia: International Multi-disciplinary Journal of Education, 1(5), 124-135.

Aggarwal, D. (2023). Integration of innovative technological developments and AI with education for an adaptive learning pedagogy. China Petroleum Processing and Petrochemical Technology, 23(2).

Anis, M. (2023). Leveraging Artificial Intelligence for Inclusive English Language Teaching: Strategies and Implications for Learner Diversity.

Anthony, B., Kamaludin, A., Romli, A., Raffei, A. F. M., Nincarean A/L Eh Phon, D., Abdullah, A., ... & Baba, S. (2019). Exploring the role of blended learning for teaching and learning effectiveness in institutions of higher learning: An empirical investigation. Education and Information Technologies, 24, 3433-3466.

Bakhodirov, O., & Rahmanova, G. (2023). AI AND LANGUAGE LEARNING DISABILITIES. Innovative research in modern education, 1(9), 7-10.

Chen, X., Zou, D., Xie, H., Cheng, G., & Liu, C. (2022). Two decades of artificial intelligence in education. Educational Technology & Society, 25(1), 28-47.

Cheng, L., Varshney, K. R., & Liu, H. (2021). Socially responsible ai algorithms: Issues, purposes, and challenges. Journal of Artificial Intelligence Research, 71, 1137-1181.

Daniels, D. (2021). Will Alexa Help ELL Students Learn English? (Doctoral dissertation, Northeastern University).

Doherty, J. H. (2022). A Blueprint for Promoting Innovation, Interdisciplinary Teamwork, and Collaboration.

Evers, K., & Chen, S. (2021). Effects of automatic speech recognition software on pronunciation for adults with different learning styles. Journal of Educational Computing Research, 59(4), 669-685.

Huh, K., & Lee, J. (2020). Fostering creativity and language skills of foreign language learners through SMART learning environments: Evidence from fifth‐grade Korean EFL learners. TESOL Journal, 11(2), e489.

Kilag, O. K. T., Canubas, A. L. B., Uy, L. M. R., Balicoco, J. R. M., Lumando, E. B., & Delima, S. D. (2023). Establishing an effective peer support program for reading remediation. Science and Education, 4(7), 402-414.

Kilag, O. K., Catacutan, A., Abella, J., Arcillo, M., Figer-Canes, R. M., & Zamora, R. M. (2023). Transformative Education: A Study of Teaching Values Education-Based on Paulo Freire’s Philosophy of Education. Excellencia: International Multi-disciplinary Journal of Education, 1(1), 56-64.

Kilag, O. K. T., Zarco, J. P., Zamora, M. B., Caballero, J. D., Yntig, C. A. L., Suba-an, J. D., & Sasan, J. M. V. (2023). How Does Philippines's Education System Compared to Finland's?. EUROPEAN JOURNAL OF INNOVATION IN NONFORMAL EDUCATION, 3(6), 11-20.

Kilag, O. K., Dumdum, J. N., Quezon, J., Malto, L., Mansueto, D., & Delfino, F. (2023). The Pedagogical Potential of Poems: Integrating Poetry in English Language Teaching. Excellencia: International Multi-disciplinary Journal of Education, 1(1), 42-55.

Kilag, O. K. T., Jimenez, J. R., Diano Jr, F. M., Balicoco, J. R. M., Echavez Jr, A. M., & Labasano, A. S. C. (2023). Developing K-2 Filipino children English language oral proficiency through concrete poetry teaching. Science and Education, 4(2), 886-895.

Kilag, O. K., Lisao, C., Lastimoso, J., Villa, F. L., & Miñoza, C. A. (2023). Bildung-Oriented Science Education: A Critical Review of Different Visions of Scientific Literacy. Excellencia: International Multi-disciplinary Journal of Education, 1(4), 115-127.

Kilag, O. K. T., Quimada, G. M., Contado, M. B., Macapobre, H. E., Rabi, J. I. I. A., & Peras, C. C. (2023). The use of body language in public speaking. Science and Education, 4(1), 393-406.

Kilag, O. K., Quezon, J., Pansacala, J. A., Suba-an, J., Kilag, F., & Esdrelon, K. G. (2023). Advancing Reading Skills: State-of-the-Art Remediation Strategies. Excellencia: International Multi-disciplinary Journal of Education, 1(1), 15-29.

Kilag, O. K., Catacutan, A., Miñoza, M. L., Arcillo, M., Espinosa, S., & Figer-Canes, R. M. (2023). Optimizing the Teaching of Values Education Strategies for Integration and Contextualization. Excellencia: International Multi-disciplinary Journal of Education, 1(1), 65-76.

Kilag, O. K. T., Indino, N. V., Sabagala, A. M., Abendan, C. F. K., Arcillo, M. T., & Camangyan, G. A. (2023). Managing Cybersecurity Risks in Educational Technology Environments: Strategies and Best Practices. American Journal of Language, Literacy and Learning in STEM Education (2993-2769), 1(5), 28-38.

Kilag, O. K., Marquita, J., & Laurente, J. (2023). Teacher-Led Curriculum Development: Fostering Innovation in Education. Excellencia: International Multi-disciplinary Journal of Education, 1(4), 223-237.

Kilag, O. K. T., Ignacio, R., Lumando, E. B., Alvez, G. U., Abendan, C. F. K., Quiñanola, N. A. M. P., & Sasan, J. M. (2022). ICT Integration in Primary School Classrooms in the time of Pandemic in the Light of Jean Piaget's Cognitive Development Theory. International Journal of Emerging Issues in Early Childhood Education, 4(2), 42-54.

Kilag, O. K. T., Tiongzon, B. D., Paragoso, S. D., Ompad, E. A., Bibon, M. B., Alvez, G. G. T., & Sasan, J. M. (2023). HIGH COMMITMENT WORK SYSTEM AND DISTRIBUTIVE LEADERSHIP ON EMPLOYEE PRODUCTIVE BEHAVIOR. Gospodarka i Innowacje., 36, 389-409.

Kilag, O. K. T., & Sasan, J. M. (2023). Unpacking the Role of Instructional Leadership in Teacher Professional Development. Advanced Qualitative Research, 1(1), 63-73.

Kilag, O. K. T., Largo, J. M., Rabillas, A. R., Kilag, F. E., Angtud, M. K. A., Book, J. F. P., & Sasan, J. M. (2023). Administrators’ Conflict Management and Strategies. European Journal of Higher Education and Academic Advancement, 1(2), 22-31.

Lumando, E., Uy, F., Kilag, O. K., & Abendan, C. F. (2023). Multisensory Structured Language Techniques: A Key to Bridging the Literacy Practice Gap in Intervention Strategies. Excellencia: International Multi-disciplinary Journal of Education, 1(5), 209-220.

Rabillas, A., Kilag, O. K., Kilag, J., Tercero, G., Malagar, S., & Calope, M. L. (2023). Empowering K-3 Teachers: ELLN Digital's Role in Professional Development. Excellencia: International Multi-disciplinary Journal of Education, 1(4), 184-196.

Roslan, F. A. B. M., & Ahmad, N. B. (2023). The Rise of AI-Powered Voice Assistants: Analyzing Their Transformative Impact on Modern Customer Service Paradigms and Consumer Expectations. Quarterly Journal of Emerging Technologies and Innovations, 8(3), 33-64.

Sayers, D., Sousa-Silva, R., Höhn, S., Ahmedi, L., Allkivi-Metsoja, K., Anastasiou, D., ... & Yayilgan, S. Y. (2021). The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies.

Smets, W., & Struyven, K. (2018). Aligning with Complexity: System-Theoretical Principles for Research on Differentiated Instruction. Frontline Learning Research, 6(2), 66-80.

Stahl, B. C., & Wright, D. (2018). Ethics and privacy in AI and big data: Implementing responsible research and innovation. IEEE Security & Privacy, 16(3), 26-33.

Tamers, S. L., Goetzel, R., Kelly, K. M., Luckhaupt, S., Nigam, J., Pronk, N. P., ... & Sorensen, G. (2018). Research methodologies for Total Worker Health®: Proceedings from a workshop. Journal of occupational and environmental medicine, 60(11), 968.

Uy, F. T., Sasan, J. M., & Kilag, O. K. (2023). School Principal Administrative-Supervisory Leadership During the Pandemic: A Phenomenological Qualitative Study. International Journal of Theory and Application in Elementary and Secondary School Education, 5(1), 44-62.

Uy, F., Kilag, O. K., & Arcilla Jr, A. (2023). Empowering Education: A Learning-Goals-Centric Approach to Curriculum Development. Excellencia: International Multi-disciplinary Journal of Education, 1(4), 48-61.

Wark, N. (2018). Shifting paradigms: A critical pragmatic evaluation of key factors affecting learner-empowered emergent technology integration.

Weng, X., & Chiu, T. K. (2023). Instructional design and learning outcomes of intelligent computer assisted language learning: Systematic review in the field. Computers and Education: Artificial Intelligence, 100117.

Woo, J. H., & Choi, H. (2021). Systematic review for AI-based language learning tools. arXiv preprint arXiv:2111.04455.

Yang, F. C. O., Lo, F. Y. R., Hsieh, J. C., & Wu, W. C. V. (2020). Facilitating communicative ability of EFL learners via high-immersion virtual reality. Journal of Educational Technology & Society, 23(1), 30-49.

Downloads

Published

2023-11-30

How to Cite

Manire, E., Kilag, O. K., Cordova Jr., N., Tan, S. J., Poligrates, J., & Omaña, E. (2023). Artificial Intelligence and English Language Learning: A Systematic Review. Excellencia: International Multi-Disciplinary Journal of Education (2994-9521), 1(5), 485-497. https://multijournals.org/index.php/excellencia-imje/article/view/147