Wenjie Yin

Hidden behind the obvious: misleading keywords and implicitly abusive language on social media

2022 · arXiv (Cornell University)

While social media offers freedom of self-expression, abusive language carry significant negative social impact. Driven by the importance of the issue, research in the automated detection of abusive language has witnessed growth and improvement. However, …

AnnoBERT: Effectively Representing Multiple Annotators' Label Choices to Improve Hate Speech Detection

2022 · arXiv (Cornell University)

Supervised approaches generally rely on majority-based labels. However, it is hard to achieve high agreement among annotators in subjective tasks such as hate speech detection. Existing neural network models principally regard labels as categorical variables, …