Learners’ Perceptions Of Generative Ai In Chinese Language Learning: A Pilot Study In Irish Higher Education
Keywords:
Chinese, Generative AI, Higher education, Language Technology, Technology-Enhanced Language Learning (TELL)Abstract
This pilot study explores the integration of Generative AI, specifically ChatGPT, as a Technology-Enhanced Language Learning (TELL) tool in Chinese as an Additional Language (CAL) education in Irish higher education. The study employs qualitative methods to examine interviews with CAL learners from two consecutive groups of the same master’s programme to assess evolving perceptions, feedback, and engagement with Generative AI. The first group engaged with ChatGPT shortly after its release, demonstrating a mix of curiosity and scepticism regarding its role in CAL language education. In contrast, the second group interacted with the tool in a context of broader acceptance, perceiving it as a standard educational aid and exhibiting increased confidence and reliance on its functionalities. Comparative analysis highlights a growing recognition of Generative AI as a valuable resource, particularly for real-time feedback and language support. However, persistent concerns remain regarding linguistic accuracy and control in Chinese, underscoring the need for further refinement. By adopting a qualitative approach, this study offers insights into the shifting attitudes of CAL learners toward Generative AI, contributing to ongoing discussions on its pedagogical implications. The findings inform future research aimed at enhancing AI-driven language learning tools to optimize educational outcomes while addressing existing limitations. This study thus advances the understanding of Generative AI’s evolving role in facilitating effective Chinese language instruction.
References
Abunaseer, H. (2023). The use of generative AI in education: Applications, and impact. Technology and the Curriculum: Summer 2023.
Al-Badi, A., & Khan, A. (2022). Perceptions of learners and instructors towards artificial intelligence in personalized learning. Procedia computer science, 201, 445-451. https://doi.org/10.1016/j.procs.2022.03.058
Alm, A. (2024). Exploring Autonomy in the AI Wilderness: Learner Challenges and Choices. Education Sciences, 14(12), 1369. https://doi.org/10.3390/educsci14121369
Amrate, M., & Tsai, P. H. (2024). Computer-assisted pronunciation training: A systematic review. ReCALL, 1-21. https://doi.org/10.1017/S0958344024000181
Aysu, S. (2024). The use of AI-Powered Tools in Language Learning. Dil Eğitimi veÖğretiminde, 1. https://doi.org/10.58830/ozgur.pub476
Belda-Medina, J., & Calvo-Ferrer, J. R. (2022). Using chatbots as AI conversational partnersin language learning. Applied Sciences, 12(17), 8427. https://doi.org/10.3390/app12178427
Celik, I., Dindar, M., Muukkonen, H., & Järvelä, S. (2022). The promises and challenges of artificial intelligence for teachers: A systematic review of research. TechTrends, 66(4), 616-630. https://doi.org/10.1007/s11528-022-00715-y
Chan, C. K. Y., & Hu, W. (2023). Students’ voices on generative AI: Perceptions, benefits, and challenges in higher education. International Journal of Educational Technology in Higher Education, 20(1), 43. https://doi.org/10.1186/s41239-023-00411-891
Cotton, D. R., Cotton, P. A., & Shipway, J. R. (2024). Chatting and cheating: Ensuring academic integrity in the era of ChatGPT. Innovations in education and teaching international, 61(2), 228-239. https://doi.org/10.1080/14703297.2023.2190148
Creely, E. (2024). Exploring the role of generative AI in enhancing language learning: Opportunities and challenges. International Journal of Changes in Education, 1(3), 158-167. https://doi.org/10.47852/bonviewIJCE42022495
Department of Education and Skills. (2017). Languages connect: Ireland’s strategy for foreign languages in education, 2017–2026. Department of Education and Skills. Retrieved from https://assets.gov.ie/289094/0b705914-81d1-4951-8f96-ae8c57d7bc15.pdf
Dickey, E., & Bejarano, A. (2023). GAIDE: A Framework for Using Generative AI to Assis in Course Content Development. arXiv preprint arXiv:2308.12276. https://doi.org/10.48550/arXiv.2308.12276
Dörnyei, Z. (2007). Research Methods in Applied Linguistics: Quantitative, Qualitative and Mixed Methodologies. Oxford: Oxford University Press. https://doi.org/10.4000/asp.294
Gou, D. (2025). The Potential, Challenges, and Pathways of Generative Artificial Intelligence in Empowering the Studies, 2(2), 104-115. https://doi.org/10.71113/JCSIS.2025v2i2.104-115
Guest, G., Bunce, A., & Johnson, L. (2006). How many interviews are enough? An experiment with data saturation and variability. Field methods, 18(1), 59-82. https://doi.org/10.1177/1525822X05279903
Hasumi, T., & Chiu, M. S. (2024). Technology-enhanced language learning inEnglish language education: Performance analysis, core publications, and emerging trends. Cogent Education, 11(1), 2346044. https://doi.org/10.1080/2331186X.2024.2346044
Katsantonis, A., & Katsantonis, I. G. (2024). University students’ attitudes toward artificial intelligence: An exploratory study of the cognitive, emotional, and behavioural dimensions of AI attitudes. Education Sciences, 14(9), 988. https://doi.org/10.3390/educsci14090988
Kohnke, L., Moorhouse, B. L., & Zou, D. (2023). ChatGPT for language teaching and learning. Relc Journal, 54(2), 537-550. https://doi.org/10.1177/00336882231162868
Law, L. (2024). Application of generative artificial intelligence (GenAI) in language teaching and learning: A scoping literature review. Computers and Education Open, 100174. https://doi.org/10.1016/j.caeo.2024.100174
Li, L., Zhang, C., Xie, X., Wang, H., & Wang, J. (2018). An analysis of the application of digital methods to international Chinese pedagogy. Foreign Language Teaching & Research Press.
Li, Y., Chen, C. Y., Yu, D., Davidson, S., Hou, R., Yuan, X., ... & Yu, Z. (2022, June). Using chatbots to teach languages. In Proceedings of the Ninth ACM Conference on Learning a Scale (pp. 451-455). https://doi.org/10.1145/3491140.3528329
Mohebbi, A. (2025). Enabling learner independence and self-regulation in language education using AI tools: a systematic review. Cogent Education, 12(1), 2433814. https://doi.org/10.1080/2331186X.2024.2433814
Moorhouse, B. L., Wan, Y., Ho, T. Y., & Lin, A. M. (2024). Generative AI-assisted, evidence-informed use of L1 in L2 classrooms. ELT Journal, 78(4), 453-465. https://doi.org/10.1093/elt/ccae033
Morgan, D. L. (1996). Focus groups. Annual review of sociology, 22(1), 129-152. https://doi.org/10.1146/annurev.soc.22.1.129
Post-Primary Languages Ireland. (2023). Annual Report 2023. Retrievedfromhttps://ppli.ie/publications/
Rasul, T., Nair, S., Kalendra, D., Balaji, M. S., de Oliveira Santini, F., Ladeira, W. J., ... & Hossain, M. U. (2024). Enhancing academic integrity among students in GenAI Era: A holistic framework. The International Journal of Management Education, 22(3), 101041. https://doi.org/10.1016/j.ijme.2024.101041
Shan, L., Pan, Z., & Weidman, R. (2024). Integrating Task-Based Language Teaching and Generative AI: Design, Implementation, and Evaluation of the CFLingo Platform for Chinese Learning. Journal of Technology & Chinese Language Teaching, 15(2).
Song, C., & Song, Y. (2023). Enhancing academic writing skills and motivation: assessing the efficacy of ChatGPT in AI-assisted language learning for EFL students. Frontiers in Psychology, 14, 1260843. https://doi.org/10.3389/fpsyg.2023.1260843
Wang, H. (2024). The Design and Evaluation of Intelligent Computer-Assisted Language Learning Tools for Beginner Learners of Mandarin Chinese (Doctoral dissertation, Trinity College, Dublin).
Wang, H., & Chiaráin, N. N. (2019). Towards the design of iCALL tools for beginne rmandarin Chinese learners in Ireland. CALL and complexity, 385. https://doi.org/10.14705/rpnet.2019.38.1041
Wang, M., & Devitt, A. (2022). A systematic review of computer-mediated communications in Chinese as a foreign language from 2008 to 2022: Research contexts, theoretical foundations and methodology, affordances and limitations. Language Teaching Research, 13621688221132475. https://doi.org/10.1177/13621688221132475
Zhang, C., & Ruddock, K. (2024). Bridging Gaps and Building Futures: Establishing initial teacher education for Asian languages in Ireland. TEANGA, the Journal of the Irish Association for Applied Linguistics, 31, 231–255. https://doi.org/10.35903/teanga.v31i.7643
Zhang, C., & Wang, H. (2018). The development of Chinese language education inIreland: Issues and prospects. TEANGA, the Journal of the Irish Association for Applied Linguistics, 25, 34-51. https://doi.org/10.35903/teanga.v25i0.48