Eliciting and Learning with Soft Labels from Every Annotator

Katherine M. Collins, Umang Bhatt, Adrian Weller

The labels used to train machine learning (ML) models are of paramount importance. Typically for ML classification tasks, datasets contain hard labels, yet learning using soft labe…