GPT检测器对非母语英语作家有偏见
Weixin Liang1, Mert Yuksekgonul1, Yining Mao2
1Department of Computer Science, Stanford University, Stanford, CA, USA.
Patterns (New York, N.Y.)
|July 31, 2023
概括
人工智能写字检测器经常错误地标记非母语英语文本为人工智能生成的. 解决这些偏见对于教育和数字空间的公平和公平至关重要.
科学领域:
- 自然语言处理自然语言处理.
- 计算语言学 计算语言学
- 人工智能伦理学 人工智能伦理学
背景情况:
- 生成式预训练变压器 (GPT) 探测器越来越多地用于文本真实性验证.
- 在这些检测器错误地将非母语英语使用者的写作归类为人工智能产生的情况下,存在重大偏差.
- 这种错误分类引发了对AI检测工具的公平性,公平性和稳定性的关键担忧.
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