面向人工智能伦理计算的中文道德词典构建方法研究(Construction of a Chinese Moral Dictionary for Artificial Intelligence Ethical Computing)

Hongrui Wang (王弘睿), Chang Liu (刘畅), Dong Yu (于东)


Abstract
道德词典资源的建设是人工智能伦理计算的一个研究重点。由于道德行为复杂多样,现有的英文道德词典分类体系并不完善,而中文方面目前尚未有相关的词典资源,理论体系和构建方法仍待探究。针对以上问题,该文提出了面向人工智能伦理计算的中文道德词典构建任务,设计了四类标签和四种类型,得到包含25,012个词的中文道德词典资源。实验结果表明,该词典资源不仅能够使机器学会道德知识,判断词的道德标签和类型,而且能够为句子级别的道德文本分析提供数据支持。
Anthology ID:
2020.ccl-1.50
Volume:
Proceedings of the 19th Chinese National Conference on Computational Linguistics
Month:
October
Year:
2020
Address:
Haikou, China
Editors:
Maosong Sun (孙茂松), Sujian Li (李素建), Yue Zhang (张岳), Yang Liu (刘洋)
Venue:
CCL
SIG:
Publisher:
Chinese Information Processing Society of China
Note:
Pages:
539–549
Language:
Chinese
URL:
https://aclanthology.org/2020.ccl-1.50
DOI:
Bibkey:
Cite (ACL):
Hongrui Wang, Chang Liu, and Dong Yu. 2020. 面向人工智能伦理计算的中文道德词典构建方法研究(Construction of a Chinese Moral Dictionary for Artificial Intelligence Ethical Computing). In Proceedings of the 19th Chinese National Conference on Computational Linguistics, pages 539–549, Haikou, China. Chinese Information Processing Society of China.
Cite (Informal):
面向人工智能伦理计算的中文道德词典构建方法研究(Construction of a Chinese Moral Dictionary for Artificial Intelligence Ethical Computing) (Wang et al., CCL 2020)
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PDF:
https://preview.aclanthology.org/dois-2013-emnlp/2020.ccl-1.50.pdf