1. Duolingo, Inc., 5900 Penn Ave, Pittsburgh, PA 15206, USA
2. Department of Human Development and Quantitative Methodology, Maryland Assessment Research Center (MARC), University of Maryland, College Park, MD 20742, USA
3. Data Science and Analytics Program, Georgetown University, Washington, DC 20057, USA