俄语网络仇恨言论语料库研究与构建(An Russian Internet Corpus for Hate Speech Detection)

Xin Wen (温昕), Minjiao Zheng (郑敏娇)


Abstract
“近年来,网络科技的飞速发展在为整个社会带来极大便利的同时,也加剧了仇恨言论的传播。仇恨言论可能会构成网络暴力,诱发仇恨性的犯罪行为,对社会公共文明和网络空间秩序造成极大的威胁。因此,对网络仇恨言论进行主动的监管和制约具有重大意义。而当前学术界针对俄语的网络仇恨言论研究不足,尤其缺乏俄语网络仇恨言论语料库,这极大地限制了相关技术和应用的发展。2022年俄乌冲突爆发以后,对于俄语网络仇恨言论语料库的研究与构建显得更加迫切。在本文中,作者提出了一种细粒度的俄语网络仇恨言论语料库构建及标注方案,并基于该方案首次创建了包含20476条文本数据,具有针对性、话题统一的俄语仇恨性言论语料库。”
Anthology ID:
2022.ccl-1.62
Volume:
Proceedings of the 21st Chinese National Conference on Computational Linguistics
Month:
October
Year:
2022
Address:
Nanchang, China
Editors:
Maosong Sun (孙茂松), Yang Liu (刘洋), Wanxiang Che (车万翔), Yang Feng (冯洋), Xipeng Qiu (邱锡鹏), Gaoqi Rao (饶高琦), Yubo Chen (陈玉博)
Venue:
CCL
SIG:
Publisher:
Chinese Information Processing Society of China
Note:
Pages:
694–703
Language:
Chinese
URL:
https://aclanthology.org/2022.ccl-1.62
DOI:
Bibkey:
Cite (ACL):
Xin Wen and Minjiao Zheng. 2022. 俄语网络仇恨言论语料库研究与构建(An Russian Internet Corpus for Hate Speech Detection). In Proceedings of the 21st Chinese National Conference on Computational Linguistics, pages 694–703, Nanchang, China. Chinese Information Processing Society of China.
Cite (Informal):
俄语网络仇恨言论语料库研究与构建(An Russian Internet Corpus for Hate Speech Detection) (Wen & Zheng, CCL 2022)
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PDF:
https://aclanthology.org/2022.ccl-1.62.pdf