| 2022 | A Bio-Inspired Framework for Machine Bias Interpretation. Jake Robertson, Catherine Stinson, Ting Hu |
| 2022 | A Dynamic Decision-Making Framework Promoting Long-Term Fairness. Bhagyashree Puranik, Upamanyu Madhow, Ramtin Pedarsani |
| 2022 | A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making. Max Schemmer, Patrick Hemmer, Maximilian Nitsche, Niklas Kühl, Michael Vössing |
| 2022 | A Model for Governing Information Sharing in Smart Assistants. Xiao Zhan, Stefan Sarkadi, Natalia Criado, Jose M. Such |
| 2022 | A Penalty Default Approach to Preemptive Harm Disclosure and Mitigation for AI Systems. Rui-Jie Yew, Dylan Hadfield-Menell |
| 2022 | A Survey of the Potential Long-term Impacts of AI: How AI Could Lead to Long-term Changes in Science, Cooperation, Power, Epistemics and Values. Sam Clarke, Jess Whittlestone |
| 2022 | AI Alignment Dialogues: An Interactive Approach to AI Alignment in Support Agents. Pei-Yu Chen |
| 2022 | AI and Legal Personhood: An African Perspective. Meshandren Naidoo |
| 2022 | AI and Us: Ethical Concerns, Public Knowledge and Public Attitudes on Artificial Intelligence. Marina Budic |
| 2022 | AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19 - 21, 2021 Vincent Conitzer, John Tasioulas, Matthias Scheutz, Ryan Calo, Martina Mara, Annette Zimmermann |
| 2022 | Achievement and Fragility of Long-term Equitability. Andrea Simonetto, Ivano Notarnicola |
| 2022 | Actual Causality and Responsibility Attribution in Decentralized Partially Observable Markov Decision Processes. Stelios Triantafyllou, Adish Singla, Goran Radanovic |
| 2022 | Aegis: An Agent for Multi-party Privacy Preservation. Rim Ben Salem, Esma Aïmeur, Hicham Hage |
| 2022 | Algorithmic Fairness and Structural Injustice: Insights from Feminist Political Philosophy. Atoosa Kasirzadeh |
| 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 | American == White in Multimodal Language-and-Image AI. Robert Wolfe, Aylin Caliskan |
| 2022 | An Ontology for Fairness Metrics. Jade S. Franklin, Karan Bhanot, Mohamed F. Ghalwash, Kristin P. Bennett, Jamie P. McCusker, Deborah L. McGuinness |
| 2022 | Artificial Concepts of Artificial Intelligence: Institutional Compliance and Resistance in AI Startups. Amy A. Winecoff, Elizabeth Anne Watkins |
| 2022 | Artificial Intelligence Diffusion in Public Administration. Rohit Madan |
| 2022 | Artificial Intelligence in the Government: Responses to Failures and Social Impact. Chiara Longoni, Luca Cian, Ellie Kyung |
| 2022 | Artificial Moral Advisors: A New Perspective from Moral Psychology. Yuxin Liu, Adam Moore, Jamie Webb, Shannon Vallor |
| 2022 | Artificial Quasi Moral Agency. Jen Semler |
| 2022 | Automated Kantian Ethics. Lavanya Singh |
| 2022 | Beyond Fairness and Explanation: Foundations of Trustworthiness of Artificial Agents. Bertram F. Malle |
| 2022 | Bias in Artificial Intelligence Models in Financial Services. Ángel Pavón Pérez |
| 2022 | Bias in Hate Speech and Toxicity Detection. Paula Reyero Lobo |
| 2022 | Causal Framework of Artificial Autonomous Agent Responsibility. Matija Franklin, Hal Ashton, Edmond Awad, David A. Lagnado |
| 2022 | Civil War Twin: Exploring Ethical Challenges in Designing an Educational Face Recognition Application. Manisha Kusuma, Vikram Mohanty, Marx Wang, Kurt Luther |
| 2022 | Comprehensive Human Oversight Framework to Ensure Accountability over Autonomous Weapon Systems. Ilse Verdiesen |
| 2022 | Computational Philosophy. Hubert Etienne |
| 2022 | Considering Context as it Relates to Student Agency Conditions in Intelligent Game-Based Learning Environments. Allison Macey Banzon |
| 2022 | Constructing Meaningful Explanations: Logic-based Approaches. Laura State |
| 2022 | Contrastive Counterfactual Fairness in Algorithmic Decision-Making. Ece Çigdem Mutlu, Niloofar Yousefi, Özlem Özmen Garibay |
| 2022 | Counterfactual Explanations for Prediction and Diagnosis in XAI. Xinyue Dai, Mark T. Keane, Laurence Shalloo, Elodie Ruelle, Ruth M. J. Byrne |
| 2022 | Crowdsourcing Impacts: Exploring the Utility of Crowds for Anticipating Societal Impacts of Algorithmic Decision Making. Julia Barnett, Nicholas Diakopoulos |
| 2022 | Current and Near-Term AI as a Potential Existential Risk Factor. Benjamin S. Bucknall, Shiri Dori-Hacohen |
| 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 | Data-Centric Factors in Algorithmic Fairness. Nianyun Li, Naman Goel, Elliott Ash |
| 2022 | Developing Artificial Intelligence for Good: Interdisciplinary Research Collaborations and the Making of Ethical AI. Shira Zilberstein |
| 2022 | Dialogue Explanation With Reasoning for AI. Yifan Xu |
| 2022 | Diversity by Design?: Balancing the Inclusion and Protection of Users in an Online Social Platform. Paula Helm, Loizos Michael, Laura Schelenz |
| 2022 | Do Humans Trust Advice More if it Comes from AI?: An Analysis of Human-AI Interactions. Kailas Vodrahalli, Roxana Daneshjou, Tobias Gerstenberg, James Zou |
| 2022 | Does AI De-Bias Recruitment?: Race, Gender, and AI's 'Eradication of Differences Between Groups'. Eleanor Drage, Kerry Mackereth |
| 2022 | Dynamic Fleet Management and Household Feedback for Garbage Collection. Martin Damyanov Aleksandrov |
| 2022 | Emotion Recognition Technology: Re-Shaping Human Relationships. Alexandra Prégent |
| 2022 | Enhancing Fairness in Face Detection in Computer Vision Systems by Demographic Bias Mitigation. Yu Yang, Aayush Gupta, Jianwei Feng, Prateek Singhal, Vivek Yadav, Yue Wu, Pradeep Natarajan, Varsha Hedau, Jungseock Joo |
| 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 | Ethical Design for AI in Medicine. Éric Pardoux |
| 2022 | Ethical Recommenders in the Public Library Sector. Savvina Daniil |
| 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 | Examining Trust in Conversational Systems: Conceptual and Empirical Findings on User Trust, Related Behavior, and System Trustworthiness. Anuschka Schmitt |
| 2022 | Explainability's Gain is Optimality's Loss?: How Explanations Bias Decision-making. Charles Wan, Rodrigo Belo, Leid Zejnilovic |
| 2022 | Exploitation and Algorithmic Pricing: Regressive Distributive Outcomes in Consumer-to-Business Transactions. Arianna Dini |
| 2022 | FINS Auditing Framework: Group Fairness for Subset Selections. Kathleen Cachel, Elke A. Rundensteiner |
| 2022 | Fair, Robust, and Data-Efficient Machine Learning in Healthcare. Harvineet Singh |
| 2022 | FairCanary: Rapid Continuous Explainable Fairness. Avijit Ghosh, Aalok Shanbhag, Christo Wilson |
| 2022 | Fairness in Agreement With European Values: An Interdisciplinary Perspective on AI Regulation. Alejandra Bringas Colmenarejo, Luca Nannini, Alisa Rieger, Kristen M. Scott, Xuan Zhao, Gourab K. Patro, Gjergji Kasneci, Katharina Kinder-Kurlanda |
| 2022 | Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations. Jessica Dai, Sohini Upadhyay, Ulrich Aïvodji, Stephen H. Bach, Himabindu Lakkaraju |
| 2022 | From Algorithmic Audits to Actual Accountability: Overcoming Practical Roadblocks on the Path to Meaningful Audit Interventions for AI Governance. Inioluwa Deborah Raji |
| 2022 | From Coded Bias to Existential Threat: Expert Frames and the Epistemic Politics of AI Governance. Hendrik R. Schopmans |
| 2022 | From Explanation to Recommendation: Ethical Standards for Algorithmic Recourse. Emily Sullivan, Philippe Verreault-Julien |
| 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 | Generating Deontic Obligations From Utility-Maximizing Systems. Colin Shea-Blymyer, Houssam Abbas |
| 2022 | Governing AI Applications To Monitoring and Managing Our Global Environmental Commons. Melissa Chapman |
| 2022 | Hijacking Epistemic Agency: How Emerging Technologies Threaten our Wellbeing as Knowers. John Dorsch |
| 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 Cognitive Biases Affect XAI-assisted Decision-making: A Systematic Review. Astrid Bertrand, Rafik Belloum, James R. Eagan, Winston Maxwell |
| 2022 | How Does Predictive Information Affect Human Ethical Preferences? Saumik Narayanan, Guanghui Yu, Wei Tang, Chien-Ju Ho, Ming Yin |
| 2022 | How Open Source Machine Learning Software Shapes AI. Max Langenkamp, Daniel N. Yue |
| 2022 | How to Design Smart Homes for Older Persons: The Somatic Capability Assessment as an Answer to Current Design Challenges. Nadine Andrea Felber |
| 2022 | Human Autonomy in Algorithmic Management. Charlotte Franziska Unruh, Charlotte Haid, Johannes Fottner, Tim Büthe |
| 2022 | Identifying Bias in Data Using Two-Distribution Hypothesis Tests. William Yik, Limnanthes Serafini, Timothy Lindsey, George D. Montañez |
| 2022 | Inspecting Algorithmic Flows: Ethics, Transparency, and Accountability for Digital Mass Communication Platforms. Jack Bandy |
| 2022 | Investigating Debiasing Effects on Classification and Explainability. Marta Marchiori Manerba, Riccardo Guidotti |
| 2022 | Judging Instinct Exploitation in Statistical Data Explanations Based on Word Embedding. Kang Zhang, Hiroaki Shinden, Tatsuki Mutsuro, Einoshin Suzuki |
| 2022 | Learning Fairer Interventions. Yuzi He, Keith Burghardt, Siyi Guo, Kristina Lerman |
| 2022 | Long-term Dynamics of Fairness Intervention in Connection Recommender Systems. Nil-Jana Akpinar, Cyrus DiCiccio, Preetam Nandy, Kinjal Basu |
| 2022 | Making Human-Like Moral Decisions. Andrea Loreggia, Nicholas Mattei, Taher Rahgooy, Francesca Rossi, Biplav Srivastava, K. Brent Venable |
| 2022 | Managing Sustainability Tensions in Artificial Intelligence: Insights from Paradox Theory. Eleanor Mill, Wolfgang Garn, Nick F. Ryman-Tubb |
| 2022 | Measuring Gender Bias in Word Embeddings of Gendered Languages Requires Disentangling Grammatical Gender Signals. Shiva Omrani Sabbaghi, Aylin Caliskan |
| 2022 | Mimetic Models: Ethical Implications of AI that Acts Like You. Reid McIlroy-Young, Jon M. Kleinberg, Siddhartha Sen, Solon Barocas, Ashton Anderson |
| 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 | No Rage Against the Machines: Threat of Automation Does Not Change Policy Preferences. Baobao Zhang |
| 2022 | Ordinary People as Moral Heroes and Foes: Digital Role Model Narratives Propagate Social Norms in China's Social Credit System. Mo Chen, Severin Engelmann, Jens Grossklags |
| 2022 | Outsider Oversight: Designing a Third Party Audit Ecosystem for AI Governance. Inioluwa Deborah Raji, Peggy Xu, Colleen Honigsberg, Daniel E. Ho |
| 2022 | Piecemeal Knowledge Acquisition for Computational Normative Reasoning. Ilaria Canavotto, John F. Horty |
| 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, Rogério Abreu de Paula, Subhro Das |
| 2022 | Preserving Our Mental Autonomy: Freedom of Thought in the Speech 4.0 Era. Emine Ozge Yildirim |
| 2022 | Privacy Preserving Machine Learning Systems. Soumia Zohra El Mestari |
| 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 | Respect as a Lens for the Design of AI Systems. William Seymour, Max Van Kleek, Reuben Binns, Dave Murray-Rust |
| 2022 | Responsible AI Systems: Who are the Stakeholders? Advait Deshpande, Helen Sharp |
| 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 | RoboTruckers: The Double Threat of AI for Low-Wage Work. Karen Levy |
| 2022 | Robots that Need to Mislead: Biologically-inspired Machine Deception. Ronald C. Arkin |
| 2022 | SCALES: From Fairness Principles to Constrained Decision-Making. Sreejith Balakrishnan, Jianxin Bi, Harold Soh |
| 2022 | Select Wisely and Explain: Active Learning and Probabilistic Local Post-hoc Explainability. Aditya Saini, Ranjitha Prasad |
| 2022 | Social Media Profiling Continues to Partake in the Development of Formalistic Self-Concepts. Social Media Users Think So, Too. Severin Engelmann, Valentin Scheibe, Fiorella Battaglia, Jens Grossklags |
| 2022 | Socially-Aware Artificial Intelligence for Fair Mobility. Dimitris Michailidis |
| 2022 | Stochastic Policies in Morally Constrained (C-)SSPs. Charles Evans, Claire Benn, Ignacio Ojea Quintana, Pamela Robinson, Sylvie Thiébaux |
| 2022 | Strategic Best Response Fairness in Fair Machine Learning. Hajime Shimao, Warut Khern-am-nuai, Karthik N. Kannan, Maxime C. Cohen |
| 2022 | The AI Mirror: Reclaiming our Humanity in an Age of Machine Thinking. Shannon Vallor |
| 2022 | The Cost of Ethical AI Development for AI Startups. James Bessen, Stephen Michael Impink, Robert Seamans |
| 2022 | The Danger of Citizen Domination through Algorithmic Decision-Making in the Public Sector. Jana Misic |
| 2022 | The Limits of Fairness. Abeba Birhane |
| 2022 | The Opacity of Automated Decision-Making Systems (ADMS) and its Challenges for Political Legitimacy in a Democracy. María Carolina Jiménez |
| 2022 | The Worst of Both Worlds: A Comparative Analysis of Errors in Learning from Data in Psychology and Machine Learning. Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara, Andrew Gelman, Arvind Narayanan |
| 2022 | Towards Better Detection of Biased Language with Scarce, Noisy, and Biased Annotations. Zhuoyan Li, Zhuoran Lu, Ming Yin |
| 2022 | Towards Robust Off-Policy Evaluation via Human Inputs. Harvineet Singh, Shalmali Joshi, Finale Doshi-Velez, Himabindu Lakkaraju |
| 2022 | Towards a Feminist Metaethics of AI. Anastasia Siapka |
| 2022 | Transparency, Governance and Regulation of Algorithmic Tools Deployed in the Criminal Justice System: a UK Case Study. Miri Zilka, Holli Sargeant, Adrian Weller |
| 2022 | Understanding Decision Subjects' Fairness Perceptions and Retention in Repeated Interactions with AI-Based Decision Systems. Meric Altug Gemalmaz, Ming Yin |
| 2022 | What are People Talking about in #BackLivesMatter and #StopAsianHate?: Exploring and Categorizing Twitter Topics Emerged in Online Social Movements through the Latent Dirichlet Allocation Model. Xin Tong, Yixuan Li, Jiayi Li, Rongqi Bei, Luyao Zhang |
| 2022 | What's (Not) Ideal about Fair Machine Learning? Otto Sahlgren |
| 2022 | Why is my System Biased?: Rating of AI Systems through a Causal Lens. Kausik Lakkaraju |
| 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 |