论文标题
Dianes：新闻来源的DEI审核工具包
DIANES: A DEI Audit Toolkit for News Sources
论文作者
论文摘要
专业新闻媒体组织一直在吹捧他们对多种观点的重要性。但是，在实践中，传统的各个方面方法偏爱主导文化中的人们。因此，在多样性，公平和包容的新规范（DEI）的新规范下，它受到道德批评。当Dei应用于新闻业时，它超越了传统的公正性和偏见的概念，而是将新闻业的采购实践民主化 - 引用或采访的人，谁不频繁，从哪个人口统计组，性别，性别等等。目前，记者手中没有实时或按需工具来分析他们引用的人。在本文中，我们提出了Dianes，这是新闻来源的DEI审计工具包。它由一条关于后端的自然语言处理管道组成，以实时提取新闻文章的报价，演讲者，标题和组织。在前端，Dianes提供WordPress插件，Web监视器和DEI注释API服务，以帮助新闻媒体监视自己的引用模式，并将自己推向DEI Norms。
Professional news media organizations have always touted the importance that they give to multiple perspectives. However, in practice the traditional approach to all-sides has favored people in the dominant culture. Hence it has come under ethical critique under the new norms of diversity, equity, and inclusion (DEI). When DEI is applied to journalism, it goes beyond conventional notions of impartiality and bias and instead democratizes the journalistic practice of sourcing -- who is quoted or interviewed, who is not, how often, from which demographic group, gender, and so forth. There is currently no real-time or on-demand tool in the hands of reporters to analyze the persons they quote. In this paper, we present DIANES, a DEI Audit Toolkit for News Sources. It consists of a natural language processing pipeline on the backend to extract quotes, speakers, titles, and organizations from news articles in real time. On the frontend, DIANES offers the WordPress plugins, a Web monitor, and a DEI annotation API service, to help news media monitor their own quoting patterns and push themselves towards DEI norms.
