2.1k citations · 2.2k across the 7 of their papers we have counts for
3 papers · 1 filter
Is Your Toxicity My Toxicity? Exploring the Impact of Rater Identity on Toxicity Annotation
Nitesh Goyal, Ian Kivlichan, Rachel Rosen +1
Machine learning models are commonly used to detect toxicity in online conversations. These models are trained on datasets annotated by human raters. We explore how raters' self-de…
A New Generation of Perspective API: Efficient Multilingual Character-level Transformers
Alyssa Lees, Vinh Q. Tran, Yi Tay +4
On the world wide web, toxic content detectors are a crucial line of defense against potentially hateful and offensive messages. As such, building highly effective classifiers that…
"You have to prove the threat is real": Understanding the needs of Female Journalists and Activists to Document and Report Online Harassment
Nitesh Goyal, Leslie Park, Lucy Vasserman
Online harassment is a major societal challenge that impacts multiple communities. Some members of community, like female journalists and activists, bear significantly higher impac…