Before revision: We present a first-of-its-kind large synthetic training dataset for online hate classification,created from scratch with trained annotators over multiple rounds of dynamic data collection. We provide a 40,623 example dataset with annotations for fine-grained labels , including a large number of challenging contrastive perturbation examples.
After revision: We present a first-of-its-kind large synthetic training dataset for online hate classification,created from scratch with trained annotators over multiple rounds of dynamic data creation. It includes ~15,000 challenging perturbations and each hateful entry has fine-grained labels , including a large number of challenging contrastive perturbation examples.