Improving Ethical Outcomes with Machine-in-the-Loop: Broadening Human Understanding of Data Annotations

Ashis Kumer Biswas, Geeta Verma, Justin Otto Barber

We introduce a machine-in-the-loop pipeline that aims to address root causes of unwanted bias in natural language based supervised machine learning tasks in the education domain. L…