This paper discusses OpenAIs ChatGPT, a generative pre-trained transformer, which uses natural language processing to fulfill text-based user requests (i.e., a chatbot). The history and principles behind ChatGPT and similar models are discussed. This technology is then discussed in relation to its potential impact on academia and scholarly research and publishing. ChatGPT is seen as a potential model for the automated preparation of essays and other types of scholarly manuscripts. Potential ethical issues that could arise with the emergence of large language models like GPT-3, the underlying technology behind ChatGPT, and its usage by academics and researchers, are discussed and situated within the context of broader advancements in artificial intelligence, machine learning, and natural language processing for research and scholarly publishing.
翻译:本文探讨了OpenAI的ChatGPT——一种生成式预训练变换模型,它通过自然语言处理技术满足基于文本的用户请求(即聊天机器人)。文中阐述了ChatGPT及类似模型的历史与基本原理,继而分析了该技术对学术界、学术研究及出版领域的潜在影响。ChatGPT被视为自动化撰写论文及其他类型学术手稿的潜在模型。文章讨论了以GPT-3(ChatGPT的底层技术)为代表的大型语言模型出现后可能引发的伦理问题,这些模型被学者和研究人员使用时涉及的相关议题,被置于人工智能、机器学习及自然语言处理在研究与学术出版领域更广泛进展的背景下进行了探讨。