强大的工具还是太强大? 关于ChatGPT的早期公共话语在400万条推文中传播
Reuben Ng1,2, Ting Yu Joanne Chow1
1Lee Kuan Yew School of Public Policy, National University of Singapore, Singapore, Singapore.
PloS one
|March 27, 2024
概括
早期的ChatGPT讨论显示出对其能力和潜在的社会影响的兴奋和担忧的混合. 对公众情绪的分析强调了其实用性和对滥用,偏见和道德影响的担忧.
科学领域:
- 人工智能的人工智能
- 自然语言处理自然语言处理.
- 技术对社会的影响 技术对社会的影响
背景情况:
- 调查了ChatGPT在最初三个月 (2022年12月至2023年3月) 的公共话语.
- 受到ChatGPT迅速普及,颠覆性潜力和作为一个主要技术转折点的历史意义的激励.
- 旨在捕捉公众的时代精神,反映过去的创新情绪,如互联网.
研究的目的:
- 在围绕ChatGPT的公共话语中确定参与度最高的问题和主题.
- 确定与ChatGPT相关的最常用的积极和消极关键字和表情符号.
主要方法:
- 分析了大量的4,251,662个含有"ChatGPT"的英语tweet.
- 采用突出峰值模型来确定重要的讨论主题.
- 利用情绪分析来每周识别高频正负关键字和表情符号.
主要成果:
- 确定了六个突出的主题:"作和犹"",效用和滥用"",人口偏见"",道德"和"AI作为镜子".
- 关键的负面情绪包括信誉问题,偏见,环境道德和数据注释者权利.
- 积极的情绪集中在编码,创造力,教育和生产力的应用上.
结论:
- 对ChatGPT的公众情绪是双重的,包括热情和谨慎.
- 强调需要解决有关滥用,偏见和伦理方面的担忧,同时接受其好处.
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