Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis

arXiv:2308.16705v3 Announce Type: replace
Abstract: Warning: this paper contains content that may be offensive or upsetting.
Most hate speech datasets neglect the cultural diversity within a single language, resulting in a critical shortcoming in hate speech detection. To address this, we introduce CREHate, a CRoss-cultural English Hate speech dataset. To construct CREHate, we follow a two-step procedure: 1) cultural post collection and 2) cross-cultural annotation. We sample posts from the SBIC dataset, which predominantly represents North America, and collect posts …

abstract analysis annotations arxiv construction cs.ai cs.cl dataset differences english hate speech paper speech type