MLMA hate speech
Multilingual and Multi-Aspect Hate Speech Analysis
HKUST
Multilingual and Multi-Aspect Hate Speech Analysis

hate speech detection, abusive language detection
Conference on Empirical Methods in Natural Language Processing
N. Ousidhoum,Zizheng Lin,Hongming Zhang,Y. Song,D. Yeung
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.