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:本文讨论了OpenAI的ChatGPT,这是一种生成式预训练转换器,它使用自然语言处理来满足基于文本的用户请求(即聊天机器人)。文章讨论了ChatGPT和类似模型背后的历史和原则。然后,将讨论这项技术对学术界和学术研究出版的潜在影响。ChatGPT被视为自动准备论文和其他类型学术手稿的潜在模型。讨论了大型语言模型(如GPT-3)以及学术界和研究人员使用其所可能引发的潜在伦理问题,并将其置于人工智能、机器学习和自然语言处理在研究和学术出版中的广泛进展的背景之下。