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A Just and Comprehensive Strategy for Using NLP to Address Online Abuse

机译:使用NLP解决在线滥用的公正而全面的策略

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Online abusive behavior affects millions and the NLP community has attempted to mitigate this problem by developing technologies to detect abuse. However, current methods have largely focused on a narrow definition of abuse to detriment of victims who seek both validation and solutions. In this position paper, we argue that the community needs to make three substantive changes: (1) expanding our scope of problems to tackle both more subtle and more serious forms of abuse, (2) developing proactive technologies that counter or inhibit abuse before it harms, and (3) refraining our effort within a framework of justice to promote healthy communities.
机译:在线虐待行为影响着数百万人,并且NLP社区已尝试通过开发检测滥用的技术来缓解此问题。但是,当前的方法主要集中在对滥用的狭义定义上,以损害寻求验证和解决方案的受害者。在本立场文件中,我们认为社区需要做出三项实质性改变:(1)扩大我们的问题范围,以解决更细微和更严重的滥用形式;(2)在其之前开发应对或抑制滥用行为的积极技术危害;(3)避免在司法框架内努力促进健康社区。

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