Jinyeong Yim

DynamicLabels: Supporting Informed Construction of Machine Learning Label Sets with Crowd Feedback

Label set construction—deciding on a group of distinct labels—is an essential stage in building a supervised machine learning (ML) application, as a badly designed label set negatively affects subsequent stages, such as training dataset construction, model training, and model deployment. Despite its significance, it i…