AI in the Foreign Language Classroom: A Pedagogical Overview of Automated Writing Assistance Tools

Q3 Social Sciences
W. Alharbi
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引用次数: 13

Abstract

Recent technological advances in artificial intelligence (AI) have paved the way for improved and in many cases the creation of entirely new and innovative, electronic writing tools. These writing support systems assist during and after the writing process making them indispensable to many writers in general and to students in particular who can get human-like sentence completion suggestions and text generation. Although the wide adoption of these tools by students has been faced with a steady growth of scientific publications in the field, the results of these studies are often contradictory and their validity may be questioned. To gain a deeper understanding of the validity of AI-powered writing assistance tools, we conducted a systematic review of the recent empirical AI-powered writing assistance studies. The purpose of this review is twofold. First, we wanted to explore the recent scholarly publications that evaluated the use of AI-powered writing assistance tools in the classroom in terms of their types, uses, limits, and potential for improving students’ writing skills. Second, the review also sought to explore the perceptions of educators and researchers about learners’ use of AI-powered writing tools and review their recommendations on how to best ingrate these tools into the contemporary and future classroom. Using the Scopus research database, a total of 104 peer-reviewed papers were identified and analyzed. The findings indicate that students are increasingly using a variety of AI-powered writing assistance tools for improving their writing. The tools they are using can be categorized into four main groups: (1) automated writing evaluation tools, (2) tools that provide automated writing corrective feedback, (3) AI-powered machine translators, and (4) GPT-3 automatic text generators. The analysis also highlighted the scholars’ recommendations regarding dealing with learners’ use of AI-powered writing assistance tools and grouped the recommendations into two groups for researchers and educators.
外语课堂中的人工智能:自动写作辅助工具的教学概述
人工智能(AI)的最新技术进步为改进并在许多情况下创造全新的创新电子写作工具铺平了道路。这些写作支持系统在写作过程中和之后提供帮助,对许多作家来说是必不可少的,特别是对学生来说,他们可以得到像人类一样的句子补全建议和文本生成。尽管学生们广泛采用这些工具的同时,该领域的科学出版物也在稳步增长,但这些研究的结果往往是相互矛盾的,它们的有效性可能受到质疑。为了更深入地了解人工智能写作辅助工具的有效性,我们对最近的人工智能写作辅助研究进行了系统回顾。本综述的目的是双重的。首先,我们想要探索最近的学术出版物,这些出版物评估了人工智能写作辅助工具在课堂上的使用,包括它们的类型、用途、限制和提高学生写作技能的潜力。其次,该审查还试图探讨教育工作者和研究人员对学习者使用人工智能写作工具的看法,并审查他们关于如何最好地将这些工具融入当代和未来课堂的建议。利用Scopus研究数据库,共识别和分析了104篇同行评议论文。研究结果表明,学生越来越多地使用各种人工智能写作辅助工具来提高他们的写作水平。他们使用的工具可以分为四大类:(1)自动写作评估工具,(2)提供自动写作纠正反馈的工具,(3)人工智能驱动的机器翻译,(4)GPT-3自动文本生成器。该分析还强调了学者们关于处理学习者使用人工智能写作辅助工具的建议,并将这些建议分为两组,供研究人员和教育工作者使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Education Research International
Education Research International EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
2.70
自引率
0.00%
发文量
212
审稿时长
21 weeks
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