基于大语言模型的生成式AI如何支持EFL学生的写作——以ChatGPT为例
How Large Language Model-Based Generative AI Supports EFL Students’ Writing—A Case Study of ChatGPT
摘要: 本研究旨在探究基于大语言模型的生成式人工智能(Generative Artificial Intelligence, GAI)在提升英语作为外语(English as a foreign language, EFL)学生写作能力方面的应用。目前,大语言模型(Large Language Model, LLM)凭借其前所未有的语言生成能力和沉浸式的交流互动体验为语言学习和教育领域的发展带来了新的可能性。在这一背景下,ChatGPT (Generative Pre-trained Transformer)作为GAI的典型代表,被广泛探讨其在教育教学中的潜在作用。本研究采用实证研究方法,通过设计交互式的写作实验,邀请中国某大学一年级的英语专业学生参与并与ChatGPT进行交流。通过对学生写作作品的质量进行评估,本研究探究了ChatGPT对EFL学生写作能力的影响。研究结果表明,ChatGPT在帮助解决写作难题以及提供语言修饰方面起到了积极的作用。学生在与ChatGPT的交互中,不仅获得了语言方面的支持,还得到了思维上的启发,促进了他们更加独立和创造性地完成写作任务。
Abstract: This study aims to explore the application of Generative Artificial Intelligence (GAI) based on large language models in enhancing the writing abilities of English as a foreign language (EFL) students. Currently, large language models (LLMs) have brought new possibilities to the field of language learning and education with their unprecedented language generation capabilities and immersive communication experiences. In this context, ChatGPT (Generative Pre-trained Transformer), as a typical representative of GAI, is widely discussed for its potential role in education and teaching. This research employs an empirical research approach and, through the design of interactive writing experiments, invites first-year English major students from a university in China to participate and engage with ChatGPT. By evaluating the quality of students’ writing compositions, this study investigates the impact of ChatGPT on the writing abilities of EFL students. The research results indicate that ChatGPT plays a positive role in helping students address writing challenges and providing linguistic enhancements. Through interactions with ChatGPT, students not only receive language support but also gain inspiration in their thinking, promoting greater independence and creativity in completing writing tasks.
文章引用:张田田. 基于大语言模型的生成式AI如何支持EFL学生的写作——以ChatGPT为例[J]. 教育进展, 2025, 15(2): 1121-1129. https://doi.org/10.12677/ae.2025.152353

参考文献

[1] Bai, B., Wang, J. and Zhou, H. (2021) An Intervention Study to Improve Primary School Students’ Self-Regulated Strategy Use in English Writing through E-Learning in Hong Kong. Computer Assisted Language Learning, 35, 2265-2290. [Google Scholar] [CrossRef
[2] Lv, X. (2018) A Study on the Application of Automatic Scoring and Feedback System in College English Writing. International Journal of Emerging Technologies in Learning (iJET), 13, 188-196. [Google Scholar] [CrossRef
[3] Carless, D. (2018) Feedback Loops and the Longer-Term: Towards Feedback Spirals. Assessment & Evaluation in Higher Education, 44, 705-714. [Google Scholar] [CrossRef
[4] Ferris, D. (2011) Treatment of Error in Second Language Student Writing. 2nd Edition, University of Michigan Press/ELT. [Google Scholar] [CrossRef
[5] Chen, Y.M. (2002) The Korea TESOL Journal, 5, 59-79. https://mail.koreatesol.org/sites/default/files/pdf_publications/KTJ5-2002web.pdf#page=67
[6] Fitria, T.N. (2021) The Use Technology Based on Artificial Intelligence in English Teaching and Learning. ELT Echo: The Journal of English Language Teaching in Foreign Language Context, 6, 213-223. [Google Scholar] [CrossRef
[7] Maitri, A. (2019) Rancang Bangun Chatbot Sebagai Pusat Informasi Lembaga Kursus dan Pelatihan Menggunakan Pendekatan Natural Language Processing. University of Technology Yogyakarta.
[8] 岳增营, 叶霞, 刘睿珩. 基于语言模型的预训练技术研究综述[J]. 中文信息学报, 2021, 35(9): 15-29.
[9] Luo, X., Tong, S., Fang, Z. and Qu, Z. (2019) Frontiers: Machines Vs. Humans: The Impact of Artificial Intelligence Chatbot Disclosure on Customer Purchases. Marketing Science, 38, 937-947. [Google Scholar] [CrossRef
[10] Wei, C., Yu, Z. and Fong, S. (2018) How to Build a Chatbot: Chatbot Framework and Its Capabilities. Proceedings of the 2018 10th International Conference on Machine Learning and Computing, Macau, 26-28 February 2018, 369-373. [Google Scholar] [CrossRef
[11] King, M.R. (2022) The Future of AI in Medicine: A Perspective from a Chatbot. Annals of Biomedical Engineering, 51, 291-295. [Google Scholar] [CrossRef] [PubMed]
[12] Liu, C., Liao, M., Chang, C. and Lin, H. (2022) An Analysis of Children’ Interaction with an AI Chatbot and Its Impact on Their Interest in Reading. Computers & Education, 189, Article ID: 104576. [Google Scholar] [CrossRef
[13] Sidaoui, K., Jaakkola, M. and Burton, J. (2020) AI Feel You: Customer Experience Assessment via Chatbot Interviews. Journal of Service Management, 31, 745-766. [Google Scholar] [CrossRef
[14] Lubowitz, J.H. (2023) ChatGPT, an Artificial Intelligence Chatbot, Is Impacting Medical Literature. Arthroscopy: The Journal of Arthroscopic & Related Surgery, 39, 1121-1122. [Google Scholar] [CrossRef] [PubMed]
[15] 吴兰岸, 闫寒冰, 黄发良, 等. 大型语言模型在高等教育中的应用分析与现实挑战[J]. 现代教育技术, 2023, 33(8): 29-37.
[16] 王丽, 李艳, 陈新亚, 等. ChatGPT支持的学生论证内容评价与反馈——基于两种提问设计的实证比较[J]. 现代远程教育研究, 2023, 35(4): 83-91.
[17] 吴砥, 李环, 陈旭. 人工智能通用大模型教育应用影响探析[J]. 开放教育研究, 2023, 29(2): 19-25+45.
[18] 武和平. 语言教师如何与生成式人工智能“聊天”——以英语学科为例[J]. 中小学数字化教学, 2023(8): 75-79.
[19] 焦建利. ChatGPT: 学校教育的朋友还是敌人? [J]. 现代教育技术, 2023, 33(4): 5-15.
[20] Wilson, J. and Roscoe, R.D. (2019) Automated Writing Evaluation and Feedback: Multiple Metrics of Efficacy. Journal of Educational Computing Research, 58, 87-125. [Google Scholar] [CrossRef
[21] Wang, Y., Luo, X., Liu, C., Tu, Y. and Wang, N. (2022) An Integrated Automatic Writing Evaluation and SVVR Approach to Improve Students’ EFL Writing Performance. Sustainability, 14, Article No. 11586. [Google Scholar] [CrossRef
[22] Roscoe, R.D., Allen, L.K., Johnson, A.C. and McNamara, D.S. (2018) Automated Writing Instruction and Feedback: Instructional Mode, Attitudes, and Revising. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 62, 2089-2093. [Google Scholar] [CrossRef
[23] Howell, E., Perez, S. and Abraham, W.T. (2020) Toward a Professional Development Model for Writing as a Digital, Participatory Process. Reading Research Quarterly, 56, 95-117. [Google Scholar] [CrossRef
[24] Bailey, D. and Cassidy, R. (2019) Online Peer Feedback Tasks: Training for Improved L2 Writing Proficiency, Anxiety Reduction, and Language Learning Strategies. Call-Ej, 20, 70-88.
[25] Warschauer, M. and Grimes, D. (2008) Automated Writing Assessment in the Classroom. Pedagogies: An International Journal, 3, 22-36. [Google Scholar] [CrossRef
[26] Parr, J.M. and Timperley, H.S. (2010) Feedback to Writing, Assessment for Teaching and Learning and Student Progress. Assessing Writing, 15, 68-85. [Google Scholar] [CrossRef
[27] 汪靖, 米尔外提·卡马勒江, 杨玉芹. 人机共生的复合脑: 基于生成式人工智能辅助写作教学的应用发展及模式创新[J]. 远程教育杂志, 2023, 41(4): 37-44.
[28] 刘凯. 人工智能与教育学融合的双重范式变革[J]. 开放教育研究, 2023, 29(3): 4-18.
[29] Fu, Q., Lin, C., Hwang, G. and Zhang, L. (2019) Impacts of a Mind Mapping-Based Contextual Gaming Approach on EFL Students’ Writing Performance, Learning Perceptions and Generative Uses in an English Course. Computers & Education, 137, 59-77. [Google Scholar] [CrossRef
[30] Wang, L. and Chen, M. (2010) The Effects of Game Strategy and Preference‐Matching on Flow Experience and Programming Performance in Game‐Based Learning. Innovations in Education and Teaching International, 47, 39-52. [Google Scholar] [CrossRef