聊天会让你被抓吗?对抄袭检测的再思考

M. Khalil, Erkan Er
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引用次数: 68

摘要

近年来,人工智能(AI)技术的兴起及其对教育的影响一直是人们越来越关注的话题。聊天机器人等新一代人工智能系统在互联网上更容易获得,能力也更强。在学校和大学里使用聊天机器人(尤其是ChatGPT)撰写学术论文,引发了学者们的担忧。本研究旨在探讨最受欢迎的人工智能聊天机器人之一ChatGPT所产生的内容的原创性。为此,使用了两种流行的剽窃检测工具来评估ChatGPT生成的50篇不同主题的论文的原创性。我们的结果表明,ChatGPT具有巨大的潜力,可以生成复杂的文本输出,而不会被抄袭检查软件很好地捕获。换句话说,ChatGPT可以在许多主题上创建具有高独创性的内容,就像有人写的一样。这些发现与最近的担忧一致,即学生们使用聊天机器人来轻松获得成功,甚至不需要付出任何努力。此外,ChatGPT被要求验证文章是否是自己生成的,作为抄袭检查的额外措施,与传统的抄袭检测工具相比,它表现出了更好的性能。本文讨论了机构考虑采取适当措施以减轻潜在抄袭问题的必要性,并就围绕人工智能技术对教育的影响的持续辩论提出了建议。本文还讨论了进一步的含义。
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Will ChatGPT get you caught? Rethinking of Plagiarism Detection
The rise of Artificial Intelligence (AI) technology and its impact on education has been a topic of growing concern in recent years. The new generation AI systems such as chatbots have become more accessible on the Internet and stronger in terms of capabilities. The use of chatbots, particularly ChatGPT, for generating academic essays at schools and colleges has sparked fears among scholars. This study aims to explore the originality of contents produced by one of the most popular AI chatbots, ChatGPT. To this end, two popular plagiarism detection tools were used to evaluate the originality of 50 essays generated by ChatGPT on various topics. Our results manifest that ChatGPT has a great potential to generate sophisticated text outputs without being well caught by the plagiarism check software. In other words, ChatGPT can create content on many topics with high originality as if they were written by someone. These findings align with the recent concerns about students using chatbots for an easy shortcut to success with minimal or no effort. Moreover, ChatGPT was asked to verify if the essays were generated by itself, as an additional measure of plagiarism check, and it showed superior performance compared to the traditional plagiarism-detection tools. The paper discusses the need for institutions to consider appropriate measures to mitigate potential plagiarism issues and advise on the ongoing debate surrounding the impact of AI technology on education. Further implications are discussed in the paper.
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