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Sep, 2021
核指消解中隐性性别偏见检测的二阶WinoBias(SoWinoBias)测试集
Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution
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Hillary Dawkins
TL;DR
本文观察到了一种性别诱导的偏见,并提供了一个名为SoWinoBias的测试集,以测量指代消解系统中的潜在性别偏见,同时评估当前去偏置方法在SoWinoBias测试集上的性能,特别是与该方法的设计和改变的嵌入空间属性相关的性能。
Abstract
We observe an instance of
gender-induced bias
in a downstream application, despite the absence of explicit gender words in the test cases. We provide a test set,
sowinobias
, for the purpose of measuring such late
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