A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development
文献类型：期刊论文
| 作者 | Tianyu Wu; Shizhu He ; Jingping Liu; Siqi Sun; Kang Liu; Qing-Long Han; Yang Tang
|
| 刊名 | IEEE/CAA Journal of Automatica Sinica
 |
| 出版日期 | 2023 |
| 卷号 | 10期号:5页码:1122-1136 |
| ISSN号 | 2329-9266 |
| 关键词 | AIGC ChatGPT GPT-3 GPT-4 human feedback large language models |
| DOI | 10.1109/JAS.2023.123618 |
| 英文摘要 | ChatGPT, an artificial intelligence generated content (AIGC) model developed by OpenAI, has attracted worldwide attention for its capability of dealing with challenging language understanding and generation tasks in the form of conversations. This paper briefly provides an overview on the history, status quo and potential future development of ChatGPT, helping to provide an entry point to think about ChatGPT. Specifically, from the limited open-accessed resources, we conclude the core techniques of ChatGPT, mainly including large-scale language models, in-context learning, reinforcement learning from human feedback and the key technical steps for developing ChatGPT. We further analyze the pros and cons of ChatGPT and we rethink the duality of ChatGPT in various fields. Although it has been widely acknowledged that ChatGPT brings plenty of opportunities for various fields, mankind should still treat and use ChatGPT properly to avoid the potential threat, e.g., academic integrity and safety challenge. Finally, we discuss several open problems as the potential development of ChatGPT. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/51550]  |
| 专题 | 自动化研究所_学术期刊_IEEE/CAA Journal of Automatica Sinica |
| 推荐引用方式 GB/T 7714 | Tianyu Wu,Shizhu He,Jingping Liu,et al. A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development[J]. IEEE/CAA Journal of Automatica Sinica,2023,10(5):1122-1136. |
| APA | Tianyu Wu.,Shizhu He.,Jingping Liu.,Siqi Sun.,Kang Liu.,...&Yang Tang.(2023).A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development.IEEE/CAA Journal of Automatica Sinica,10(5),1122-1136. |
| MLA | Tianyu Wu,et al."A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development".IEEE/CAA Journal of Automatica Sinica 10.5(2023):1122-1136. |
入库方式： OAI收割
来源：自动化研究所
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