| 2022 | AI and Legal Personhood: An African Perspective. | Meshandren Naidoo |
| 2022 | Contrastive Counterfactual Fairness in Algorithmic Decision-Making. | Ece igdem Mutlu, Niloofar Yousefi, zlem zmen Garibay |
| 2022 | The Danger of Citizen Domination through Algorithmic Decision-Making in the Public Sector. | Jana Misic |
| 2022 | Managing Sustainability Tensions in Artificial Intelligence: Insights from Paradox Theory. | Eleanor Mill, Wolfgang Garn, Nick F. Ryman-Tubb |
| 2022 | Socially-Aware Artificial Intelligence for Fair Mobility. | Dimitris Michailidis |
| 2022 | Privacy Preserving Machine Learning Systems. | Soumia Zohra El Mestari |
| 2022 | Mimetic Models: Ethical Implications of AI that Acts Like You. | Reid McIlroy-Young, Jon M. Kleinberg, Siddhartha Sen, Solon Barocas, Ashton Anderson |
| 2022 | Investigating Debiasing Effects on Classification and Explainability. | Marta Marchiori Manerba, Riccardo Guidotti |
| 2022 | Beyond Fairness and Explanation: Foundations of Trustworthiness of Artificial Agents. | Bertram F. Malle |
| 2022 | Artificial Intelligence Diffusion in Public Administration. | Rohit Madan |
| 2022 | Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics. | Maysa Malfiza Garcia de Macedo, Wyatt Clarke, Eli Lucherini, Tyler Baldwin, Dilermando Queiroz Neto, Rogrio Abreu de Paula, Subhro Das |
| 2022 | DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. | Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency |
| 2022 | Making Human-Like Moral Decisions. | Andrea Loreggia, Nicholas Mattei, Taher Rahgooy, Francesca Rossi, Biplav Srivastava, K. Brent Venable |
| 2022 | Artificial Intelligence in the Government: Responses to Failures and Social Impact. | Chiara Longoni, Luca Cian, Ellie Kyung |
| 2022 | Bias in Hate Speech and Toxicity Detection. | Paula Reyero Lobo |
| 2022 | Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews. | David Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha, Grace Abuhamad, Su Lin Blodgett, Nicholas Diakopoulos, Jessica R. Hullman, Tina Eliassi-Rad |
| 2022 | Artificial Moral Advisors: A New Perspective from Moral Psychology. | Yuxin Liu, Adam Moore, Jamie Webb, Shannon Vallor |
| 2022 | Towards Better Detection of Biased Language with Scarce, Noisy, and Biased Annotations. | Zhuoyan Li, Zhuoran Lu, Ming Yin |
| 2022 | Data-Centric Factors in Algorithmic Fairness. | Nianyun Li, Naman Goel, Elliott Ash |
| 2022 | RoboTruckers: The Double Threat of AI for Low-Wage Work. | Karen Levy |
| 2022 | How Open Source Machine Learning Software Shapes AI. | Max Langenkamp, Daniel N. Yue |
| 2022 | Why is my System Biased?: Rating of AI Systems through a Causal Lens. | Kausik Lakkaraju |
| 2022 | Civil War Twin: Exploring Ethical Challenges in Designing an Educational Face Recognition Application. | Manisha Kusuma, Vikram Mohanty, Marx Wang, Kurt Luther |
| 2022 | Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation. | I. Elizabeth Kumar, Keegan E. Hines, John P. Dickerson |
| 2022 | Algorithmic Fairness and Structural Injustice: Insights from Feminist Political Philosophy. | Atoosa Kasirzadeh |