arXiv:2503.00367cs.CL2025-03被引 3

AI辅助写作对英语水平不同的学生影响不同,高分者受益更明显。

Approaching the Limits to EFL Writing Enhancement with AI-generated Text and Diverse Learners

  • 分析59名中学生与AI文本互动模式,发现总字数是写作质量关键
  • 高成就学生用AI提升效果更显著,低成就者效果有限
  • 提醒教师需关注AI素养与教学设计,避免差距扩大

生成式人工智能聊天机器人(如ChatGPT)正在改变英语作为外语(EFL)学生的写作方式,学生可结合自身表达与AI生成内容完成写作。本研究考察了59名香港中学生在撰写特写文章时,如何与AI生成文本互动,探究是否存在特定互动模式能提升文章整体质量。通过内容分析、多元线性回归和聚类分析发现,文章总字数(无论由人类或AI生成)是写作质量的主要预测因子。然而,这一影响因学生独立写作能力而异,例如准确连贯使用自编语言的能力,以及遵循特定人机协作模式的能力。因此,尽管融合人与AI文本的写作将在EFL课堂日益普遍,若缺乏教育者对写作教学法与AI素养的关注,高成就学生将比低成就学生获得更大收益。

原文摘要 · Abstract (English)

Generative artificial intelligence (AI) chatbots, such as ChatGPT, are reshaping how English as a foreign language (EFL) students write since students can compose texts by integrating their own words with AI-generated text. This study investigated how 59 Hong Kong secondary school students with varying levels of academic achievement interacted with AI-generated text to compose a feature article, exploring whether any interaction patterns benefited the overall quality of the article. Through content analysis, multiple linear regression and cluster analysis, we found the overall number of words -- whether AI- or human-generated -- is the main predictor of writing quality. However, the impact varies by students' competence to write independently, for instance, by using their own words accurately and coherently to compose a text, and to follow specific interaction patterns with AI-generated text. Therefore, although composing texts with human words and AI-generated text may become prevalent in EFL writing classrooms, without educators' careful attention to EFL writing pedagogy and AI literacy, high-achieving students stand to benefit more from using AI-generated text than low-achieving students.

AI写作英语教学人机协作教育公平

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