BriefGPT.xyz
Jul, 2022
确保新闻文章公正性的方法
An Approach to Ensure Fairness in News Articles
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Shaina Raza, Deepak John Reji, Dora D. Liu, Syed Raza Bashir, Usman Naseem
TL;DR
本篇文章提出了一种名为Dbias的Python包，该包是一个经过训练的机器学习管道，可以检测新闻文章是否存在偏见并减少偏见。Dbias利用数据科学最佳实践确保可行性和复现性，我们的实验结果表明，该管道在确保新闻公平性方面比常见的神经网络架构要更有效。
Abstract
Recommender systems, information retrieval, and other information access systems present unique challenges for examining and applying concepts of
fairness
and
bias mitigation
in unstructured text. This paper intr
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