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Jun, 2021
评估印地语-英语机器翻译中的性别偏见
Evaluating Gender Bias in Hindi-English Machine Translation
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Gauri Gupta, Krithika Ramesh, Sanjay Singh
TL;DR
本研究旨在评估和量化印地-英语机器翻译系统中的性别偏见,并实现了一种基于语法考虑的修改版本的现有TGBI度量标准,同时比较了预先训练的嵌入和我们的机器翻译模型所学习的嵌入的多个指标上产生的偏差测量结果。
Abstract
With
language models
being deployed increasingly in the real world, it is essential to address the issue of the
fairness
of their outputs. The word embedding representations of these
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