| 2022 | Achievement and Fragility of Long-term Equitability. | Andrea Simonetto, Ivano Notarnicola |
| 2022 | Towards a Feminist Metaethics of AI. | Anastasia Siapka |
| 2022 | Strategic Best Response Fairness in Fair Machine Learning. | Hajime Shimao, Warut Khern-am-nuai, Karthik N. Kannan, Maxime C. Cohen |
| 2022 | Generating Deontic Obligations From Utility-Maximizing Systems. | Colin Shea-Blymyer, Houssam Abbas |
| 2022 | Respect as a Lens for the Design of AI Systems. | William Seymour, Max Van Kleek, Reuben Binns, Dave Murray-Rust |
| 2022 | Artificial Quasi Moral Agency. | Jen Semler |
| 2022 | From Coded Bias to Existential Threat: Expert Frames and the Epistemic Politics of AI Governance. | Hendrik R. Schopmans |
| 2022 | Examining Trust in Conversational Systems: Conceptual and Empirical Findings on User Trust, Related Behavior, and System Trustworthiness. | Anuschka Schmitt |
| 2022 | A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making. | Max Schemmer, Patrick Hemmer, Maximilian Nitsche, Niklas Khl, Michael Vssing |
| 2022 | Algorithms that "Don't See Color": Measuring Biases in Lookalike and Special Ad Audiences. | Piotr Sapiezynski, Avijit Ghosh, Levi Kaplan, Aaron Rieke, Alan Mislove |
| 2022 | Aegis: An Agent for Multi-party Privacy Preservation. | Rim Ben Salem, Esma Ameur, Hicham Hage |
| 2022 | Select Wisely and Explain: Active Learning and Probabilistic Local Post-hoc Explainability. | Aditya Saini, Ranjitha Prasad |
| 2022 | What's (Not) Ideal about Fair Machine Learning? | Otto Sahlgren |
| 2022 | Measuring Gender Bias in Word Embeddings of Gendered Languages Requires Disentangling Grammatical Gender Signals. | Shiva Omrani Sabbaghi, Aylin Caliskan |
| 2022 | A Bio-Inspired Framework for Machine Bias Interpretation. | Jake Robertson, Catherine Stinson, Ting Hu |
| 2022 | Resume Format, LinkedIn URLs and Other Unexpected Influences on AI Personality Prediction in Hiring: Results of an Audit. | Alene K. Rhea, Kelsey Markey, Lauren D'Arinzo, Hilke Schellmann, Mona Sloane, Paul Squires, Julia Stoyanovich |
| 2022 | Outsider Oversight: Designing a Third Party Audit Ecosystem for AI Governance. | Inioluwa Deborah Raji, Peggy Xu, Colleen Honigsberg, Daniel E. Ho |
| 2022 | From Algorithmic Audits to Actual Accountability: Overcoming Practical Roadblocks on the Path to Meaningful Audit Interventions for AI Governance. | Inioluwa Deborah Raji |
| 2022 | A Dynamic Decision-Making Framework Promoting Long-Term Fairness. | Bhagyashree Puranik, Upamanyu Madhow, Ramtin Pedarsani |
| 2022 | Emotion Recognition Technology: Re-Shaping Human Relationships. | Alexandra Prgent |
| 2022 | Bias in Artificial Intelligence Models in Financial Services. | ngel Pavn Prez |
| 2022 | Multi-CoPED: A Multilingual Multi-Task Approach for Coding Political Event Data on Conflict and Mediation Domain. | Erick Skorupa Parolin, Seyyed MohammadSaleh Hosseini, Yibo Hu, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio |
| 2022 | Ethical Design for AI in Medicine. | ric Pardoux |
| 2022 | How Algorithms Shape the Distribution of Political Advertising: Case Studies of Facebook, Google, and TikTok. | Orestis Papakyriakopoulos, Christelle Tessono, Arvind Narayanan, Mihir Kshirsagar |
| 2022 | How Does Predictive Information Affect Human Ethical Preferences? | Saumik Narayanan, Guanghui Yu, Wei Tang, Chien-Ju Ho, Ming Yin |