A Study of Ethical Issues in Natural Language Processing with Artificial Intelligence

Yongfeng Ma
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Abstract

Natural language processing has started to be widely used in various fields after the development lag of the artificial language processing stage, statistical language processing stage, and deep learning stage. The ethical issues of natural language processing can no longer be ignored, and the research on the ethical issues involved in natural language processing has received corresponding attention. However, the close relationship between artificial intelligence and natural language processing has not been considered in past studies of natural language processing, and a separation between technology and ethics has emerged. The purpose of this paper is to summarize the current research on ethical issues of natural language processing in four aspects: predictability, privacy, decision and responsibility, and bias, respectively, from the relationship between AI and natural language processing in order to achieve a better understanding and prevention of ethical issues in the development of natural language processing with AI.
人工智能自然语言处理中的伦理问题研究
自然语言处理在经历了人工语言处理阶段、统计语言处理阶段和深度学习阶段的发展滞后后,开始在各个领域得到广泛应用。自然语言处理中的伦理问题已不容忽视,对自然语言处理中涉及的伦理问题的研究也得到了相应的重视。然而,在过去的自然语言处理研究中,并没有考虑到人工智能与自然语言处理之间的密切关系,出现了技术与伦理的分离。本文旨在从人工智能与自然语言处理的关系出发,分别从可预见性、隐私性、决策与责任、偏见四个方面对自然语言处理伦理问题的研究现状进行总结,以期更好地理解和防范人工智能发展自然语言处理中的伦理问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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