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FAccT 2025: all accepted papers

206 papers · page 2 of 3 · the most cited first · ← FAccT 2025

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  1. How Do Users Identify and Perceive Stereotypes? Understanding User Perspectives on Stereotypical Biases in Large Language Models ↗Hyunseung Lim, Dasom Choi, Hwajung Hong4 citations
  2. Identities are not Interchangeable: The Problem of Overgeneralization in Fair Machine Learning ↗Angelina Wang4 citations
  3. Impact of Agent-Generated Rationales on Online Social Conformity ↗Sander de Jong, Rune Møberg Jacobsen, Joel Wester et al.4 citations
  4. Not Even Nice Work If You Can Get It; A Longitudinal Study of Uber's Algorithmic Pay and Pricing ↗Reuben Binns, Jake Stein, Siddhartha Datta et al.4 citations
  5. Now you see it, Now you don’t: Damage Label Agreement in Drone & Satellite Post-Disaster Imagery ↗Thomas Manzini, Priyankari Perali, Jayesh Tripathi et al.4 citations
  6. Regulating Emotion AI in the United States: Insights from Empirical Inquiry ↗Alexis Shore Ingber, Nazanin Andalibi4 citations
  7. Reward Model Interpretability via Optimal and Pessimal Tokens ↗Brian Christian, Hannah Rose Kirk, Jessica A. F. Thompson et al.4 citations
  8. TIDEs: A Transgender and Nonbinary Community-Labeled Dataset and Model for Transphobia Identification in Digital Environments ↗Francesca Lameiro, Lavinia Dunagan, Dallas Card et al.4 citations
  9. Towards Uncertainty Aware Task Delegation and Human-AI Collaborative Decision-Making ↗Min Hun Lee, Martyn Zhe Yu Tok4 citations
  10. Understanding Gender Bias in AI-Generated Product Descriptions ↗Markelle Kelly, Mohammad Tahaei, Padhraic Smyth et al.4 citations
  11. Value-Driven Design for Public Administration: Insights from a Generative Chatbot in a Housing Application Case Study ↗Larbi Abdenebaoui, Saja Aljuneidi, Fynn Horstmannshoff et al.4 citations
  12. WEIRD Audits? Research Trends, Linguistic and Geographical Disparities in the Algorithm Audits of Online Platforms - A Systematic Literature Review ↗Aleksandra Urman, Mykola Makhortykh, Anikó Hannák4 citations
  13. ‘Stewardship’ as a Fair, Accountable and Transparent Model for Free and Open-Source Software Governance? Looking Beyond the EU’s Cyber Resilience Act ↗Jennifer Tridgell, Jatinder Pal Singh4 citations
  14. A Day in Their Shoes: Using LLM-Based Perspective-Taking Interactive Fiction to Reduce Stigma Toward Dirty Work ↗Xiangzhe Yuan, Jiajun Wang, Qian Wan et al.3 citations
  15. A Trustworthiness-based Metaphysics of Artificial Intelligence Systems ↗Andrea Ferrario3 citations
  16. Agent Allocation of Moral Decisions in Human-Agent Teams: Raise Human Involvement and Explain Potential Consequences ↗Ruben Verhagen, Mark A. Neerincx, Myrthe Lotte Tielman3 citations
  17. Algorithms in the Stacks: Investigating automated, for-profit diversity audits in public libraries ↗Melanie Walsh, Connor Franklin Rey, Chang Ge et al.3 citations
  18. Centralized Trust in Decentralized Systems: Unveiling Hidden Contradictions in Blockchain and Cryptocurrency ↗Faisal Haque Bappy, EunJeong Cheon, Tariqul Islam3 citations
  19. Characterizing Bias: Benchmarking Large Language Models in Simplified versus Traditional Chinese ↗Hanjia Lyu, Jiebo Luo, Jian Li Kang et al.3 citations
  20. How to investigate algorithmic-driven risks in online platforms and search engines? A narrative review through the lens of the EU Digital Services Act ↗Cecilia Panigutti, Delia Fano Yela, Lorenzo Porcaro et al.3 citations
  21. Justified Evidence Collection for Argument-based AI Fairness Assurance ↗Alpay Sabuncuoğlu, Christopher Burr, Carsten R. Maple3 citations
  22. LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms ↗Mahsa Sahebdel, Ali Zeynali, Noman Bashir et al.3 citations
  23. Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways ↗Angelina Wang, Xuechunzi Bai, Solon Barocas et al.3 citations
  24. Neglected Risks: The Disturbing Reality of Children’s Images in Datasets and the Urgent Call for Accountability ↗Carlos Caetano, Gabriel Oliveira dos Santos, Caio Petrucci et al.3 citations
  25. One Bad NOFO? AI Governance in Federal Grantmaking ↗Dan Bateyko, Karen E. C. Levy3 citations
  26. Opening the Scope of Openness in AI ↗Tamara Paris, AJung Moon, Jin Guo3 citations
  27. Privacy of Groups in Dense Street Imagery ↗Matt Franchi, Hauke Sandhaus, Madiha Zahrah Choksi et al.3 citations
  28. Promising Topics for US–China Dialogues on AI Risks and Governance ↗S. Siddiqui, Lujain Ibrahim, Kristy Loke et al.3 citations
  29. Recourse, Repair, Reparation, & Prevention: A Stakeholder Analysis of AI Supply Chains ↗Aspen Hopkins, Isabella Struckman, Kevin Klyman et al.3 citations
  30. Red Teaming AI Policy: A Taxonomy of Avoision and the EU AI Act ↗Rui-Jie Yew, Bill Marino, Suresh Venkatasubramanian3 citations
  31. Social Perception of Faces in a Vision-Language Model ↗Carina Ines Hausladen, Manuel Knott, Colin F. Camerer et al.3 citations
  32. The Brief and Wondrous Life of Open Models ↗Madiha Zahrah Choksi, Ilan Mandel, Sebastian Benthall3 citations
  33. The Problem of Generics in LLM Training ↗Becca Smith, Alexander Williams Tolbert3 citations
  34. Time Can Invalidate Algorithmic Recourse ↗Giovanni De Toni, Stefano Teso, Bruno Lepri et al.3 citations
  35. Understanding experiences with compulsory immigration surveillance in the U.S. ↗Kentrell Owens, Yael Eiger, Basia Radka et al.3 citations
  36. Understanding the Effects of Explaining Predictive but Unintuitive Features in Human-XAI Interaction ↗Jiaming Qu, Jaime Arguello, Yue Wang3 citations
  37. What do Large Language Models Say About Animals? Investigating Risks of Animal Harm in Generated Text ↗Arturs Kanepajs, Aditi Basu, Sankalpa Ghose et al.3 citations
  38. Who Speaks for Ethics? How Demographics Shape Ethical Advocacy in Software Development ↗Lauren Olson, Ricarda Anna-Lena Fischer, Florian Kunneman et al.3 citations
  39. XAI-Units: Benchmarking Explainability Methods with Unit Tests ↗Jun Rui Lee, Sadegh Emami, Michael David Hollins et al.3 citations
  40. “It is unfair, and it would be unwise to expect the user to know the law!” – Evaluating reporting mechanisms under the Digital Services Act ↗Marie-Therese Sekwenz, Ben Wagner, Simon E. Parkin3 citations
  41. “Since Lawyers are Males..”: Examining Implicit Gender Bias in Hindi Language Generation by LLMs ↗Ishita Gupta, Ishika Joshi, Adrita Dey et al.3 citations
  42. Achieving Socio-Economic Parity through the Lens of EU AI Act ↗Arjun G. Roy, Stavroula Rizou, Symeon Papadopoulos et al.2 citations
  43. Algorithmic Collective Action with Two Collectives ↗Aditya Karan, Nicholas Vincent, Karrie G. Karahalios et al.2 citations
  44. Discrimination Induced by Algorithmic Recourse Objectives ↗Nicholas Perello, Cyrus Cousins, Yair Zick et al.2 citations
  45. Explain it like I'm me: User Characteristics in XAI Decision-Making ↗Malik Khadar, Amoligha Timma, Luka Ludden et al.2 citations
  46. External Evaluation of Discrimination Mitigation Efforts in Meta's Ad Delivery ↗Basileal Imana, Zeyu Shen, John Heidemann et al.2 citations
  47. Gender Trouble in Language Models: An Empirical Audit Guided by Gender Performativity Theory ↗Franziska Sofia Hafner, Ana Valdivia, Luc Rocher2 citations
  48. If Deceptive Patterns are the problem, are Fair Patterns the solution? ↗Tim de Jonge, Hanna Schraffenberger, Jorrit Geels et al.2 citations
  49. Is It Fair Enough? Supporting Equitable Group Work Assignment with Work Division Dashboard ↗Jia-Wei Liang, Hao‐Chuan Wang2 citations
  50. Lost in Machine Translation: The Sociocultural Implications of Language Technologies in Nigeria ↗Seyi Olojo, Janina Zakrzewski, Andrew Smart et al.2 citations
  51. Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models ↗Thamiris Coelho, Leo Sampaio Ferraz Ribeiro, J. I. Macedo et al.2 citations
  52. Our Collective Voices: The Social and Technical Values of a Grassroots Chinese Stuttered Speech Dataset ↗Jingjin Li, Qisheng Li, Rong Gong et al.2 citations
  53. Performance Differentials in Deployed Biometric Systems Caused by Open-Source Face Detectors ↗Cynthia M. Cook, Laurie Cuffney, John J. Howard et al.2 citations
  54. Rethinking AI Safety: Provocations from the History of Community-based Practices of Road and Driver Safety ↗‪Juana Catalina Becerra Sandoval, Felicia S. Jing2 citations
  55. Uncovering the Linguistic Roots of Bias: Insights and Mitigation in Large Language Models ↗Lauren Benson, Ahmet Okutan, Roopa Vasan2 citations
  56. What Remains Opaque in Transparency Initiatives: Visualizing Phantom Reductions through Devious Data Analysis ↗Lindsay Poirier, Juniper Huang, Casey MacGibbon2 citations
  57. When Predictions are More Than Predictions: Self-Fulfilling Performativity and the Road Towards Morally Responsible Predictive Systems ↗Donal Khosrowi, Markus Ahlers, Philippe van Basshuysen2 citations
  58. hyperFA*IR: A hypergeometric approach to fair rankings with finite candidate pool ↗Mauritz N. Cartier van Dissel, Samuel Martín-Gutíerrez, Lisette Espín-Noboa et al.2 citations
  59. Algorithmic Fairness, Decision Thresholds, and the Separateness of Persons ↗Sune Holm1 citation
  60. Artifacts of Idiosyncracy in Global Street View Data ↗Tim Alpherts, S. Ghebreab, Nanne van Noord1 citation
  61. C2Explainer: Customizable Mask-based Counterfactual Explanation for Graph Neural Networks ↗Jiali Ma, Ichigaku Takigawa, Akihiro Yamamoto1 citation
  62. Characterizing the Default Persona During Design: Mental Representations of Technology Users are Gendered ↗Mattea Sim, Basia Radka, Tadayoshi Kohno et al.1 citation
  63. Classifying Hate: Legal and Ethical Evaluations of ML-Assisted Hate Crime Classification and Estimation in Sweden ↗Holli Sargeant, Hannes Waldetoft, Måns Magnusson1 citation
  64. Consistently Arbitrary or Arbitrarily Consistent: Navigating the Tensions Between Homogenization and Multiplicity in Algorithmic Decision-Making ↗Shira Gur-Arieh, Christina Lee1 citation
  65. Crossing Boundaries: Leveraging Semantic Divergences to Explore Cultural Novelty in Cooking Recipes ↗Florian Carichon, Romain Rampa, Golnoosh Farnadi1 citation
  66. Discrimination Exposed? On the Reliability of Explanations for Discrimination Detection ↗Julian Skirzyński, David J. Danks, Berk Ustun1 citation
  67. Do People Think Fast or Slow When Training AI? ↗Lauren S. Treiman, Chien-Ju Ho, Wouter Kool1 citation
  68. Epistemic Injustice in Algorithmic Systems and the Limits of Civil Rights Law ↗Alexandra Wood, Elizabeth Edenberg1 citation
  69. Evaluating the Contextual Integrity of False Positives in Algorithmic Travel Surveillance ↗Alina Wernick, Alan J. Medlar, Sofia Söderholm et al.1 citation
  70. Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity ↗Maria-Teresa De Rosa Palmini, Eva Cetinić1 citation
  71. FairTranslate: an English-French Dataset for Gender Bias Evaluation in Machine Translation by Overcoming Gender Binarity ↗Fanny Jourdan, Y Chevalier, Cécile Favre1 citation
  72. Fairness-Guided Pruning of Decision Trees ↗Meryem Bagriacik, Fernando E. B. Otero1 citation
  73. Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods ↗Mahdi Dhaini, Ege Erdoğan, Nils Feldhus et al.1 citation
  74. Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images ↗Tian Qiu, Arjun Nichani, Rasta Tadayontahmasebi et al.1 citation
  75. Group Fair Rated Preference Aggregation: Ties Are (Mostly) All You Need ↗Kathleen Cachel, Elke Angelika Rundensteiner1 citation
  76. Hidden Conflicts in Neural Networks and their Implications for Explainability ↗Adam Dejl, Dekai Zhang, Hamed Ayoobi et al.1 citation
  77. Interrogating LLM design under copyright law ↗Johnny Tian-Zheng Wei, Maggie Wang, Ameya Godbole et al.1 citation
  78. Location matching on shaky grounds: Re-evaluating algorithms for refugee allocation ↗Clara Strasser Ceballos, Christoph A. Kern1 citation
  79. On Calibration in Multi-Distribution Learning ↗Rajeev Verma, Volker Fischer, Eric Nalisnick1 citation
  80. Push and Pull: A Framework for Measuring Attentional Agency on Digital Platforms ↗Zachary Wojtowicz, Shrey Jain, Nicholas Vincent1 citation
  81. The Double-Edged Sword of Behavioral Responses in Strategic Classification: Theory and User Studies ↗Raman Ebrahimi, Kristen Vaccaro, Parinaz Naghizadeh1 citation
  82. Towards Effective Discrimination Testing for Generative AI ↗Thomas P. Zollo, Nikita Rajaneesh, Richard S. Zemel et al.1 citation
  83. Aggregating Concepts of Fairness and Accuracy in Prediction Algorithms ↗David B. Kinney
  84. Beyond Consistency: Nuanced Metrics for Individual Fairness ↗Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu
  85. Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments ↗Jennah Gosciak, Aparna Balagopalan, Derek Ouyang et al.
  86. Breaking Down Bias: On The Limits of Generalizable Pruning Strategies ↗Sibo Ma, Alejandro Salinas, Peter B. Henderson et al.
  87. Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning ↗Yifan Liu, Ruichen Yao, Yaokun Liu et al.
  88. Dangerous Criminals and Beautiful Prostitutes? Investigating Harmful Representations in Dutch Language Models ↗Zilin Lin, G., id_orcid 0009-0007-0772-5089 Trogrlić et al.
  89. Detecting Prefix Bias in LLM-based Reward Models ↗Ashwin Kumar, Yuzi He, Aram H Markosyan et al.
  90. Entangled Pregnancies: Expectants' Experiences of Using Pregnancy Apps ↗Beatrice Tylstedt, Helga Sadowski, Caroline Eliasson et al.
  91. Estimating the Electoral Consequences of Legislative Redistricting in France ↗Evripidis Bampis, Thomas Ehrhard, Bruno Escoffier et al.
  92. FADE: Federated Aggregation with Discrimination Elimination ↗Adda-Akram Bendoukha, Héber H. Arcolezi, Nesrine Kaaniche et al.
  93. Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation ↗Estanislao Claucich, Sara Hooker, Diego Humberto Milone et al.
  94. From Confusion to Clarity: ProtoScore - A Framework for Evaluating Prototype-Based XAI ↗Helena Monke, Benjamin Sae-Chew, Benjamin Frész et al.
  95. Human-Centered Evaluation of Aesthetic Quality Assessment Models Using a Smartphone Camera Application ↗Samuel Goree, Jackson Domingo, David Crandall
  96. In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate? ↗Ben Bucknall, Saad Siddiqui, Lara Thurnherr et al.
  97. Lost in Transplantation: Characterizing Racial Gaps in Physician Organ Offer Acceptance ↗Hammaad Adam, Rene S. Bermea, Ming Ying Yang et al.
  98. M²FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness ↗Jansen Silva de Brito Pereira, Giovani Valdrighi, Marcos M. Raimundo
  99. Oh the Prices You’ll See: Designing a Fair Exchange System to Mitigate Personalized Pricing ↗Aditya Karan, Naina Balepur, Hari Sundaram
  100. Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest ↗Jakob Schoeffer, Maria De‐Arteaga, Jonathan Elmer

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