BriefGPT.xyz
Oct, 2023
文本数据中的性别分析审核
Auditing Gender Analyzers on Text Data
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Siddharth D Jaiswal, Ankit Kumar Verma, Animesh Mukherjee
TL;DR
存在偏见的AI模型对非二元性别个体有歧视,通过使用BERT多标签分类器在包含非二元类别的数据集上微调,可以解决并减轻这种社会偏见。
Abstract
ai models
have become extremely popular and accessible to the general public. However, they are continuously under the scanner due to their demonstrable
biases
toward various sections of the society like people o
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