It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks. - Michelle Bao; Angela Zhou; Samantha Zottola; Brian Brubach; Sarah Desmarais; Aaron Horowitz; Kristian Lum; Suresh Venkatasubramanian (NeurIPS Datasets and Benchmarks, 2021)

The Values Encoded in Machine Learning Research. - Abeba Birhane; Pratyusha Kalluri; Dallas Card; William Agnew; Ravit Dotan; Michelle Bao (FAccT, 2022)