ChatGPT:哪里有一线希望?探索GPT和大型语言模型的领域。

IF 1 Q3 EDUCATION & EDUCATIONAL RESEARCH Journal of Language and Education Pub Date : 2023-09-30 DOI:10.17323/jle.2023.18119
Elena Tikhonova, Lilia Raitskaya
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 ChatGPT in Education: the academic community has been actively discussing the challenges education will face in the era of ChatGPT in the context of the fundamental threats posed to the educational system. The latter include assessment procedures, information accuracy, and skill devaluation. As many complex technologies, generative pre-trained transformers are ambivalent in nature, providing a great potential for learning and education at large, including new approaches based on critical thinking and awareness of the pros and cons of AI.
 ChatGPT in Science: great prospects for text generation and improvements in language quality adjoin to dubious authorship and potentially inconsistent and erroneous parts in the AI-produced texts. Publishers and journals are working out new publishing policies, including publishing ethics towards AI-assisted or AI-improved submissions.
 Conclusion: JLE is planning to revise its editorial policy to address the new challenges from AI technologies. JLE editors welcome new submissions of research articles and reviews as well as special issues on ChatGPT and related themes, with potential applications of chatbots in education, innovative approaches to writing assignments, facilitating personalized learning, academic integrity issues related to AI-supported writing, etc. in focus.","PeriodicalId":37020,"journal":{"name":"Journal of Language and Education","volume":null,"pages":null},"PeriodicalIF":1.0000,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"ChatGPT: Where Is a Silver Lining? Exploring the realm of GPT and large language models.\",\"authors\":\"Elena Tikhonova, Lilia Raitskaya\",\"doi\":\"10.17323/jle.2023.18119\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Introduction: the JLE editors analyse the scope and depth of the subject area of ChatGPT and related topics based on the Scopus database. The Scopus statistics prove a skyrocketing rise in the number of publications in the field in question during 2023. The major alarming themes cover authorship and integrity related to AI-assisted writing, threats to educational practices, medicine, and malevolent uses of ChatGPT.
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引用次数: 0

摘要

简介:JLE编辑基于Scopus数据库对ChatGPT和相关主题领域的范围和深度进行了分析。Scopus的统计数据证明,在2023年期间,该领域的出版物数量急剧增加。主要令人担忧的主题包括与人工智能辅助写作相关的作者身份和完整性,对教育实践的威胁,医学以及恶意使用ChatGPT。 关键词解释:定义了关键术语,包括生成预训练变压器(GPT);ChatGPT;人工智能(AI);人工智能聊天机器人;自然语言处理;大型语言模型;开放的人工智能;大型语言模型(LLM). ChatGPT国际研究:截至2023年9月24日,Scopus数据库已索引了1,935篇出版物,标题、摘要或关键词中包含“ChatGPT”。自2023年初以来,研究报告的数量急剧增加。在1935份被索引的出版物中,有1925份出版于2023年。他们中的大多数来自美国、印度、英国和中国。Scopus数据库以及PubMed、arXiv和其他数据库中索引的文档数量呈指数级增长。教育中的ChatGPT:在教育系统面临根本威胁的背景下,学术界一直在积极讨论ChatGPT时代教育将面临的挑战。后者包括评估程序、信息准确性和技能贬值。与许多复杂技术一样,生成式预训练转换器本质上是矛盾的,为学习和教育提供了巨大的潜力,包括基于批判性思维和对人工智能利弊的认识的新方法。 科学中的ChatGPT:文本生成和语言质量改进的巨大前景,伴随着可疑的作者身份和人工智能生成文本中潜在的不一致和错误部分。出版商和期刊正在制定新的出版政策,包括对人工智能辅助或人工智能改进的投稿的出版伦理。 结论:JLE计划修改其编辑政策,以应对人工智能技术带来的新挑战。JLE编辑欢迎新提交的研究文章和评论,以及ChatGPT和相关主题的特刊,重点关注聊天机器人在教育中的潜在应用,创新的写作方法,促进个性化学习,与人工智能支持写作相关的学术诚信问题等。
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ChatGPT: Where Is a Silver Lining? Exploring the realm of GPT and large language models.
Introduction: the JLE editors analyse the scope and depth of the subject area of ChatGPT and related topics based on the Scopus database. The Scopus statistics prove a skyrocketing rise in the number of publications in the field in question during 2023. The major alarming themes cover authorship and integrity related to AI-assisted writing, threats to educational practices, medicine, and malevolent uses of ChatGPT. Keywords Explained: the key terminology is defined, including generative pre-trained transformers (GPT); ChatGPT; artificial intelligence (AI); AI chatbots; natural language processing (NLP); large language models; Open AI; large language model (LLM). International Research on ChatGPT: as of September 24 2023, the Scopus database has indexed 1,935 publications, with “ChatGPT” in the title, abstract, or keywords. A skyrocketing rise in the number of research has been reported since the early days of 2023. 1,925 indexed publications out of 1,935 were published in 2023. Most of them came from the USA, India, the UK, and China. The number of documents indexed in the Scopus database as well as PubMed, arXiv and others are exponentially rising. ChatGPT in Education: the academic community has been actively discussing the challenges education will face in the era of ChatGPT in the context of the fundamental threats posed to the educational system. The latter include assessment procedures, information accuracy, and skill devaluation. As many complex technologies, generative pre-trained transformers are ambivalent in nature, providing a great potential for learning and education at large, including new approaches based on critical thinking and awareness of the pros and cons of AI. ChatGPT in Science: great prospects for text generation and improvements in language quality adjoin to dubious authorship and potentially inconsistent and erroneous parts in the AI-produced texts. Publishers and journals are working out new publishing policies, including publishing ethics towards AI-assisted or AI-improved submissions. Conclusion: JLE is planning to revise its editorial policy to address the new challenges from AI technologies. JLE editors welcome new submissions of research articles and reviews as well as special issues on ChatGPT and related themes, with potential applications of chatbots in education, innovative approaches to writing assignments, facilitating personalized learning, academic integrity issues related to AI-supported writing, etc. in focus.
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来源期刊
Journal of Language and Education
Journal of Language and Education Arts and Humanities-Language and Linguistics
CiteScore
1.70
自引率
14.30%
发文量
33
审稿时长
18 weeks
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