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arXiv 1906.06425cs.CLcs.AI

Principled Frameworks for Evaluating Ethics in NLP Systems

Carnegie Mellon University(卡内基梅隆大学)

Shrimai Prabhumoye, Elijah Mayfield, Alan W Black

英文摘要:

We critique recent work on ethics in natural language processing. Those discussions have focused on data collection, experimental design, and interventions in modeling. But we argue that we ought to first understand the frameworks of ethics that are being used to evaluate the fairness and justice of algorithmic systems. Here, we begin that discussion by outlining deontological ethics, and envision a research agenda prioritized by it.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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