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,即一种生成式预训练变压器,其利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)。讨论了ChatGPT和类似模型的历史和原理,接着探讨了这种技术对学术研究和出版的潜在影响。认为ChatGPT可能成为自动生成论文和其他类型学术手稿的一个潜在模型。此外,讨论了伴随着类似于ChatGPT背后的技术GPT-3的出现及其被学者和研究人员使用而可能出现的伦理问题,并将这些问题置于人工智能、机器学习和自然语言处理在研究和学术出版中的更广泛进展的背景中。