BriefGPT.xyz
Nov, 2019
关于关系提取中的性别偏见的认识
Towards Understanding Gender Bias in Relation Extraction
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Andrew Gaut, Tony Sun, Shirlyn Tang, Yuxin Huang, Jing Qian...
TL;DR
本文研究了神经关系抽取中的性别偏见问题，并提出了WikiGenderBias数据集，通过该数据集评估了系统的性别偏见，并分析了名称去标记化、词向量的困难去偏见和反事实数据增强对性别偏见和系统性能的影响。
Abstract
Recent developments in
neural relation extraction
(NRE) have made significant strides towards
automated knowledge base construction
(AKBC). While much attention has been dedicated towards improvements in accuracy
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