| 2021 | Epistemic Reasoning for Machine Ethics with Situation Calculus. | Maurice Pagnucco, David Rajaratnam, Raynaldio Limarga, Abhaya Nayak, Yang Song |
| 2021 | Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability. | Pegah Nokhiz, Aravinda Kanchana Ruwanpathirana, Neal Patwari, Suresh Venkatasubramanian |
| 2021 | Measuring Lay Reactions to Personal Data Markets. | Aileen Nielsen |
| 2021 | Ethically Compliant Planning within Moral Communities. | Samer B. Nashed, Justin Svegliato, Shlomo Zilberstein |
| 2021 | The Ethics of Datasets: Moving Forward Requires Stepping Back. | Arvind Narayanan |
| 2021 | Unpacking the Expressed Consequences of AI Research in Broader Impact Statements. | Priyanka Nanayakkara, Jessica Hullman, Nicholas Diakopoulos |
| 2021 | Examining Religion Bias in AI Text Generators. | Deepa Muralidhar |
| 2021 | Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End. | Ramaravind Kommiya Mothilal, Divyat Mahajan, Chenhao Tan, Amit Sharma |
| 2021 | Scaling Guarantees for Nearest Counterfactual Explanations. | Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe, Isabel Valera |
| 2021 | Causal Multi-level Fairness. | Vishwali Mhasawade, Rumi Chunara |
| 2021 | More Similar Values, More Trust? - the Effect of Value Similarity on Trust in Human-Agent Interaction. | Siddharth Mehrotra, Catholijn M. Jonker, Myrthe L. Tielman |
| 2021 | How Do the Score Distributions of Subpopulations Influence Fairness Notions? | Carmen Mazijn, Jan Danckaert, Vincent Ginis |
| 2021 | Towards Accountability in the Use of Artificial Intelligence for Public Administrations. | Michele Loi, Matthias Spielkamp |
| 2021 | Fair Equality of Chances for Prediction-based Decisions. | Michele Loi, Anders Herlitz, Hoda Heidari |
| 2021 | RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity. | David Liu, Zohair Shafi, William Fleisher, Tina Eliassi-Rad, Scott Alfeld |
| 2021 | Algorithmic Hiring in Practice: Recruiter and HR Professional's Perspectives on AI Use in Hiring. | Lan Li, Tina Lassiter, Joohee Oh, Min Kyung Lee |
| 2021 | The Deepfake Detection Dilemma: A Multistakeholder Exploration of Adversarial Dynamics in Synthetic Media. | Claire R. Leibowicz, Sean McGregor, Aviv Ovadya |
| 2021 | Feeding the Beast: Superintelligence, Corporate Capitalism and the End of Humanity. | Dominic Leggett |
| 2021 | Risk Identification Questionnaire for Detecting Unintended Bias in the Machine Learning Development Lifecycle. | Michelle Seng Ah Lee, Jatinder Singh |
| 2021 | Participatory Algorithmic Management: Elicitation Methods for Worker Well-Being Models. | Min Kyung Lee, Ishan Nigam, Angie Zhang, Joel Afriyie, Zhizhen Qin, Sicun Gao |
| 2021 | Ethical Data Curation for AI: An Approach based on Feminist Epistemology and Critical Theories of Race. | Susan Leavy, Eugenia Siapera, Barry O'Sullivan |
| 2021 | Platform Power and AI: The Case of Content. | Seth Lazar, Taina Bucher, Aleksandra Korolova, Cailin O'Connor, Nicolas Suzor |
| 2021 | A Framework for Understanding AI-Induced Field Change: How AI Technologies are Legitimized and Institutionalized. | Benjamin Cedric Larsen |
| 2021 | Measuring Group Advantage: A Comparative Study of Fair Ranking Metrics. | Caitlin Kuhlman, Walter Gerych, Elke A. Rundensteiner |
| 2021 | AI and Shared Prosperity. | Katya Klinova, Anton Korinek |