论文标题
GPT-3的调查
a survey on GPT-3
论文作者
论文摘要
本文提供了对GPT-3的介绍性调查。我们介绍了这项技术背后的一些历史发展，即GPT-3的一些关键特征，并讨论了机器学习模型和所使用的数据集。我们调查了在不同领域中应用GPT-3的学术和商业努力，例如开发会话AI聊天机器人，软件开发，创意工作，领域知识和业务生产力。我们讨论了GPT-3面临的一些挑战，例如训练复杂性，偏见和幻觉/错误答案的问题。我们还讨论了该领域的未来研究机会。
This paper provides an introductory survey to GPT-3. We cover some of the historical development behind this technology, some of the key features of GPT-3, and discuss the machine learning model and the datasets used. We survey both academic and commercial efforts applying GPT-3 in diverse domains such as developing conversational AI chatbots, software development, creative work, domain knowledge, and business productivity. We discuss some of the challenges that GPT-3 faces such as the problems of training complexity, bias, and hallucination/incorrect answers. We also discuss the future research opportunities in this area.
