Mitigating Label Bias with Interpretable Rubric Embeddings

Calvin Isley, Johann D. Gaebler, Sharad Goel

Statistical decision algorithms are increasingly deployed in domains where ground-truth labels are hard to obtain, such as hiring, university admissions, and content moderation. In…