arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1908.11049cs.CL

Multilingual and Multi-Aspect Hate Speech Analysis

The Hong Kong University of Science and Technology(香港科技大学);Department of Computer Science and Engineering(计算机科学与工程系)

Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, Yangqiu Song, Dit-Yan Yeung

英文摘要:

Current research on hate speech analysis is typically oriented towards monolingual and single classification tasks. In this paper, we present a new multilingual multi-aspect hate speech analysis dataset and use it to test the current state-of-the-art multilingual multitask learning approaches. We evaluate our dataset in various classification settings, then we discuss how to leverage our annotations in order to improve hate speech detection and classification in general.

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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