BriefGPT.xyz
Oct, 2023
生成式语言模型表现出社会身份偏见
Generative Language Models Exhibit Social Identity Biases
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Tiancheng Hu, Yara Kyrychenko, Steve Rathje, Nigel Collier, Sander van der Linden...
TL;DR
调查发现现代语言模型存在基本的社会认同偏见,通过筛选训练数据可以减轻这些偏见。这些结果对于创建更少偏见的大型语言模型以及进一步研究用户与语言模型的互动以防止潜在的偏见加强具有实际意义。
Abstract
The surge in popularity of
large language models
has given rise to concerns about
biases
that these models could learn from humans. In this study, we investigate whether
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