| 2022 | Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics. | Aylin Caliskan, Pimparkar Parth Ajay, Tessa Charlesworth, Robert Wolfe, Mahzarin R. Banaji |
| 2022 | FINS Auditing Framework: Group Fairness for Subset Selections. | Kathleen Cachel, Elke A. Rundensteiner |
| 2022 | Racial Disparities in the Enforcement of Marijuana Violations in the US. | Bradley Butcher, Christopher Robinson, Miri Zilka, Riccardo Fogliato, Carolyn Ashurst, Adrian Weller |
| 2022 | AI and Us: Ethical Concerns, Public Knowledge and Public Attitudes on Artificial Intelligence. | Marina Budic |
| 2022 | Current and Near-Term AI as a Potential Existential Risk Factor. | Benjamin S. Bucknall, Shiri Dori-Hacohen |
| 2022 | The Limits of Fairness. | Abeba Birhane |
| 2022 | The Cost of Ethical AI Development for AI Startups. | James Bessen, Stephen Michael Impink, Robert C. Seamans |
| 2022 | How Cognitive Biases Affect XAI-assisted Decision-making: A Systematic Review. | Astrid Bertrand, Rafik Belloum, James R. Eagan, Winston Maxwell |
| 2022 | Crowdsourcing Impacts: Exploring the Utility of Crowds for Anticipating Societal Impacts of Algorithmic Decision Making. | Julia Barnett, Nicholas Diakopoulos |
| 2022 | Considering Context as it Relates to Student Agency Conditions in Intelligent Game-Based Learning Environments. | Allison Macey Banzon |
| 2022 | Inspecting Algorithmic Flows: Ethics, Transparency, and Accountability for Digital Mass Communication Platforms. | Jack Bandy |
| 2022 | SCALES: From Fairness Principles to Constrained Decision-Making. | Sreejith Balakrishnan, Jianxin Bi, Harold Soh |
| 2022 | Robots that Need to Mislead: Biologically-inspired Machine Deception. | Ronald C. Arkin |
| 2022 | Dynamic Fleet Management and Household Feedback for Garbage Collection. | Martin Damyanov Aleksandrov |
| 2022 | Long-term Dynamics of Fairness Intervention in Connection Recommender Systems. | Nil-Jana Akpinar, Cyrus DiCiccio, Preetam Nandy, Kinjal Basu |
| 2022 | Write It Like You See It: Detectable Differences in Clinical Notes by Race Lead to Differential Model Recommendations. | Hammaad Adam, Ming-Ying Yang, Kenrick Cato, Ioana Baldini, Charles Senteio, Leo Anthony Celi, Jiaming Zeng, Moninder Singh, Marzyeh Ghassemi |
| 2021 | Skilled and Mobile: Survey Evidence of AI Researchers' Immigration Preferences. | Remco Zwetsloot, Baobao Zhang, Noemi Dreksler, Lauren Kahn, Markus Anderljung, Allan Dafoe, Michael C. Horowitz |
| 2021 | RelEx: A Model-Agnostic Relational Model Explainer. | Yue Zhang, David DeFazio, Arti Ramesh |
| 2021 | Who's Responsible? Jointly Quantifying the Contribution of the Learning Algorithm and Data. | Gal Yona, Amirata Ghorbani, James Zou |
| 2021 | A Human-in-the-loop Framework to Construct Context-aware Mathematical Notions of Outcome Fairness. | Mohammad Yaghini, Andreas Krause, Hoda Heidari |
| 2021 | Governing Algorithmic Systems with Impact Assessments: Six Observations. | Elizabeth Anne Watkins, Emanuel Moss, Jacob Metcalf, Ranjit Singh, Madeleine Clare Elish |
| 2021 | Differentially Private Normalizing Flows for Privacy-Preserving Density Estimation. | Chris Waites, Rachel Cummings |
| 2021 | Alienation in the AI-Driven Workplace. | Kate Vredenburgh |
| 2021 | Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities. | Nenad Tomasev, Kevin R. McKee, Jackie Kay, Shakir Mohamed |
| 2021 | Measuring Automated Influence: Between Empirical Evidence and Ethical Values. | Daniel Susser, Vincent Grimaldi |