生成式人工智能(GenAI)在语言教学中的应用:范围性文献综述

IF 4.1 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Locky Law (Locky lok-hei Law)
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摘要

本范围性文献综述探讨了生成式人工智能(GenAI)这一颠覆性技术在语言教学中的应用。自 2022 年 11 月推出以来,GenAI 已通过 OpenAI 的 ChatGPT 吸引了全球的关注,ChatGPT 由生成式预训练转换器-3(GPT-3)大型语言模型提供支持。GenAI 的出现对包括语言教育在内的各个领域产生了巨大影响。本综述旨在概述研究现状,并确定这一新兴领域的研究空白和未来方向。综述遵循 PRISMA-ScR 指南,包括 2017 年至 2023 年 7 月间发表的符合条件的出版物。对四个电子数据库进行了检索,最终从 224 篇初始论文中挑选出 41 篇进行综述。研究结果揭示了与语言教育中的 GenAI 相关的关键术语、研究最多的语言学习和教育水平、研究领域、对 GenAI 的态度以及 GenAI 应用的潜在益处和挑战。综述强调了几项研究空白,包括需要更多实证研究来评估 GenAI 工具的有效性和影响、讨论伦理因素、针对特定语言技能的针对性干预措施以及利益相关者参与负责任的整合。我们鼓励教育工作者将 GenAI 工具纳入教学实践,同时对潜在风险保持警惕。教育工作者的持续专业发展对于确保知情决策和有效整合 GenAI 工具至关重要。本范围界定综述为语言教育领域使用 GenAI 的现有知识做出了贡献,并为这一颠覆性的、快速发展的领域的未来研究和实践提供了参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of generative artificial intelligence (GenAI) in language teaching and learning: A scoping literature review

This scoping literature review examines the application of Generative Artificial Intelligence (GenAI), a disruptive technology, in language teaching and learning. Since its launch in November 2022, GenAI has captured global attention with OpenAI's ChatGPT, powered by the generative pre-trained transformer-3 (GPT-3) large-language model. The emergence of GenAI holds immense implications across various domains, including language education. This review aims to provide an overview of the current state of research and identify research gaps and future directions in this emerging field. The review follows the PRISMA-ScR guidelines and includes eligible publications published between 2017 and July 2023. Four electronic databases were searched and 41 of the 224 initial papers were eventually selected for review. The findings reveal key terms related to GenAI in language education, the most researched language study and education levels, areas of research, attitudes towards GenAI, and the potential benefits and challenges of GenAI application. The review highlights several research gaps, including the need for more empirical studies to assess the effectiveness and impact of GenAI tools, discussion of ethical considerations, targeted interventions for specific language skills, and stakeholder engagement in responsible integration. Educators are encouraged to incorporate GenAI tools into their teaching practices while remaining vigilant about potential risks. Continuous professional development for educators is crucial to ensure informed decision-making and effective integration of GenAI tools. This scoping review contributes to the existing knowledge on the use of GenAI in language education and informs future research and practice in this disruptive and rapidly evolving field.

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