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ORCIDFAccT 2025: Athens, Greece
- Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2025, Athens, Greece, June 23-26, 2025. ACM 2025, ISBN 979-8-4007-1482-5
- Alexis Shore Ingber
, Nazanin Andalibi:
Emotion AI in Job Interviews: Injustice, Emotional Labor, Identity, and Privacy. 1-17 - Alpay Sabuncuoglu, Christopher Burr, Carsten Maple:
Justified Evidence Collection for Argument-based AI Fairness Assurance. 18-28 - Marissa Kumar Gerchick, Ro Encarnación, Cole Tanigawa-Lau, Lena Armstrong, Ana Gutiérrez, Danaë Metaxa:
Auditing the Audits: Lessons for Algorithmic Accountability from Local Law 144's Bias Audits. 29-44 - Shivani Kapania, Stephanie Ballard, Alex Kessler, Jennifer Wortman Vaughan:
Examining the Expanding Role of Synthetic Data Throughout the AI Development Pipeline. 45-60 - Gaël Varoquaux, Sasha Luccioni, Meredith Whittaker:
Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI. 61-75 - Alexandra Sasha Luccioni, Emma Strubell, Kate Crawford:
From Efficiency Gains to Rebound Effects: The Problem of Jevons' Paradox in AI's Polarized Environmental Debate. 76-88 - Giovanni De Toni, Stefano Teso, Bruno Lepri, Andrea Passerini:
Time Can Invalidate Algorithmic Recourse. 89-107 - Ben Hutchinson, Celeste Rodríguez Louro, Glenys Collard, Ned Cooper:
Designing Speech Technologies for Australian Aboriginal English: Opportunities, Risks and Participation. 108-124 - Petra Jääskeläinen, Camilo Sanchez, André Holzapfel:
Anticipatory Technology Ethics Reflection By Eliciting Creative AI Imaginaries Through Fictional Research Abstracts. 125-136 - Jiali Ma, Ichigaku Takigawa, Akihiro Yamamoto:
C2Explainer: Customizable Mask-based Counterfactual Explanation for Graph Neural Networks. 137-149 - Fanny Jourdan, Yannick Chevalier, Cécile Favre:
FairTranslate: an English-French Dataset for Gender Bias Evaluation in Machine Translation by Overcoming Gender Binarity. 150-166 - Alexis Shore Ingber, Nazanin Andalibi:
Regulating Emotion AI in the United States: Insights from Empirical Inquiry. 167-180 - Holli Sargeant, Måns Magnusson:
Formalising Anti-Discrimination Law in Automated Decision Systems. 181-194 - Holli Sargeant, Hannes Waldetoft, Måns Magnusson:
Classifying Hate: Legal and Ethical Evaluations of ML-Assisted Hate Crime Classification and Estimation in Sweden. 195-208 - Aspen K. Hopkins, Isabella Struckman, Kevin Klyman, Susan S. Silbey:
Recourse, Repair, Reparation, & Prevention: A Stakeholder Analysis of AI Supply Chains. 209-227 - Shira Michel, Sufi Kaur, Sarah Elizabeth Gillespie, Jeffrey L. Gleason, Christo Wilson, Avijit Ghosh:
"It's not a representation of me": Examining Accent Bias and Digital Exclusion in Synthetic AI Voice Services. 228-245 - Jabez Magomere, Shu Ishida, Tejumade Afonja, Aya Salama, Daniel Kochin, Foutse Yuehgoh, Imane Hamzaoui, Raesetje Sefala, Aisha Alaagib, Samantha Dalal, Beatrice Marchegiani, Elizaveta Semenova, Lauren Crais, Siobhan Mackenzie Hall:
The World Wide recipe: A community-centred framework for fine-grained data collection and regional bias operationalisation. 246-282 - Henrik Nolte, Miriam Rateike, Michèle Finck:
Robustness and Cybersecurity in the EU Artificial Intelligence Act. 283-295 - Jiaming Qu, Jaime Arguello, Yue Wang:
Understanding the Effects of Explaining Predictive but Unintuitive Features in Human-XAI Interaction. 296-311 - Andrew Konya, Luke Thorburn, Wasim Almasri, Oded Adomi Leshem, Ariel D. Procaccia, Lisa Schirch, Michiel A. Bakker:
Using collective dialogues and AI to find common ground between Israeli and Palestinian peacebuilders. 312-333 - Teanna Barrett, Chinasa T. Okolo, B. Biira, Eman Sherif, Amy X. Zhang, Leilani Battle:
African Data Ethics: A Discursive Framework for Black Decolonial AI. 334-349 - Lorenn P. Ruster, Jenny L. Davis:
The Gaps that Never Were: Reconsidering Responsible AI's Principle-Practice Problem. 350-360 - Nicolas Scharowski, Sebastian A. C. Perrig, Nick von Felten, Lena Fanya Aeschbach, Klaus Opwis, Philipp Wintersberger, Florian Brühlmann:
To Trust or Distrust AI: A Questionnaire Validation Study. 361-374 - Aleksandra Urman, Mykola Makhortykh, Aniko Hannak:
WEIRD Audits? Research Trends, Linguistic and Geographical Disparities in the Algorithm Audits of Online Platforms - A Systematic Literature Review. 375-390 - Ana Valdivia:
Data Ecofeminism. 391-403 - Rui-Jie Yew, Bill Marino, Suresh Venkatasubramanian:
Red Teaming AI Policy: A Taxonomy of Avoision and the EU AI Act. 404-415 - Tim Alpherts, Sennay Ghebreab, Nanne van Noord:
Artifacts of Idiosyncracy in Global Street View Data. 416-437 - Andrew Shaw, Andre Ye, Ranjay Krishna, Amy X. Zhang:
Agonistic Image Generation: Unsettling the Hegemony of Intention. 438-463 - David Kinney:
Aggregating Concepts of Fairness and Accuracy in Prediction Algorithms. 464-472 - Jennifer Tridgell, Jatinder Singh:
'Stewardship' as a Fair, Accountable and Transparent Model for Free and Open-Source Software Governance? Looking Beyond the EU's Cyber Resilience Act. 473-484 - Angelina Wang:
Identities are not Interchangeable: The Problem of Overgeneralization in Fair Machine Learning. 485-497 - Alexis Shore Ingber, Oliver L. Haimson, Nazanin Andalibi:
Distinguishing Emotion AI: Factors Shaping Perceptions Including Input Data, Emotion Data Recipients, and Identity. 498-510 - Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Sarah de Boer, Víctor M. Campello, Aasa Feragen, Enzo Ferrante, Melanie Ganz, Judy Wawira Gichoya, Camila González, Steff Groefsema, Alessa Hering, Adam Hulman, Leo Joskowicz, Dovile Juodelyte, Melih Kandemir, Thijs Kooi, Jorge del Pozo Lérida, Livie Yumeng Li, André G. C. Pacheco, Tim Rädsch, Mauricio Reyes, Théo Sourget, Bram van Ginneken, David Wen, Nina Weng, Jack Junchi Xu, Hubert Dariusz Zajac, Maria A. Zuluaga, Veronika Cheplygina:
In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review. 511-531 - Marie-Therese Sekwenz, Ben Wagner, Simon Parkin:
"It is unfair, and it would be unwise to expect the user to know the law!" - Evaluating reporting mechanisms under the Digital Services Act. 532-546 - Jonathan Lynn, Rachel Y. Kim, Sicun Gao, Daniel Schneider, Sachin S. Pandya, Min Kyung Lee:
Regulating Algorithmic Management: A Multi-Stakeholder Study of Challenges in Aligning Software and the Law for Workplace Scheduling. 547-572 - Anna Neumann, Elisabeth Kirsten, Muhammad Bilal Zafar, Jatinder Singh:
Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs). 573-598 - Jared Moore, Declan Grabb, William Agnew, Kevin Klyman, Stevie Chancellor, Desmond C. Ong, Nick Haber:
Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers. 599-627 - Jessie J. Smith, Michael Madaio, Robin Burke, Casey Fiesler:
Pragmatic Fairness: Evaluating ML Fairness Within the Constraints of Industry. 628-638 - Carina I. Hausladen, Manuel Knott, Colin F. Camerer, Pietro Perona:
Social Perception of Faces in a Vision-Language Model. 639-659 - Kathleen Cachel, Elke A. Rundensteiner:
Group Fair Rated Preference Aggregation: Ties Are (Mostly) All You Need. 660-678 - Zachary Wojtowicz, Shrey Jain, Nicholas Vincent:
Push and Pull: A Framework for Measuring Attentional Agency on Digital Platforms. 679-689 - Pratik S. Sachdeva, Tom van Nuenen:
Normative Evaluation of Large Language Models with Everyday Moral Dilemmas. 690-709 - Jeffrey Basoah, Daniel Chechelnitsky, Tao Long, Katharina Reinecke, Chrysoula Zerva, Kaitlyn Zhou, Mark Díaz, Maarten Sap:
Not Like Us, Hunty: Measuring Perceptions and Behavioral Effects of Minoritized Anthropomorphic Cues in LLMs. 710-745 - Angelina Wang, Xuechunzi Bai, Solon Barocas, Su Lin Blodgett:
Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways. 746-762 - Aidan Peppin, Anka Reuel, Stephen Casper, Elliot Jones, Andrew Strait, Usman Anwar, Anurag Agrawal, Sayash Kapoor, Sanmi Koyejo, Marie Pellat, Rishi Bommasani, Nick Frosst, Sara Hooker:
The Reality of AI and Biorisk. 763-771 - Nari Johnson, Elise Silva, Harrison Leon, Motahhare Eslami, Beth Schwanke, Ravit Dotan, Hoda Heidari:
Legacy Procurement Practices Shape How U.S. Cities Govern AI: Understanding Government Employees' Practices, Challenges, and Needs. 772-789 - Rex Chen, Ruiyi Wang, Norman M. Sadeh, Fei Fang:
Missing Pieces: How Do Designs that Expose Uncertainty Longitudinally Impact Trust in AI Decision Aids? An In Situ Study of Gig Drivers. 790-816 - Mahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili:
LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms. 817-827 - Cecilia Panigutti, Delia Fano Yela, Lorenzo Porcaro, Astrid Bertrand, Josep Soler Garrido:
How to investigate algorithmic-driven risks in online platforms and search engines? A narrative review through the lens of the EU Digital Services Act. 828-839 - Konstantina Palla, José Luis Redondo García, Claudia Hauff, Francesco Fabbri, Andreas Damianou, Henrik Lindström, Daniel R. Taber, Mounia Lalmas:
Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models. 840-854 - Ankolika De, Shaheen Kanthawala, Jessica Maddox:
Who Gets Heard? Calling Out the "Hard-to-Reach" Myth for Non-WEIRD Populations' Recruitment and Involvement in Research. 855-867 - Raman Ebrahimi, Kristen Vaccaro, Parinaz Naghizadeh:
The Double-Edged Sword of Behavioral Responses in Strategic Classification: Theory and User Studies. 868-886 - Kentrell Owens, Yael Eiger, Basia Radka, Tadayoshi Kohno, Franziska Roesner:
Understanding experiences with compulsory immigration surveillance in the U.S. 887-899 - Payton Croskey, Fabian Offert, Jennifer Jacobs, Kai M. Thaler:
Liberatory Collections and Ethical AI: Reimagining AI Development from Black Community Archives and Datasets. 900-913 - Sacha Alanoca, Shira Gur-Arieh, Tom Zick, Kevin Klyman:
Comparing Apples to Oranges: A Taxonomy for Navigating the Global Landscape of AI Regulation. 914-937 - Rajeev Verma, Volker Fischer, Eric T. Nalisnick:
On Calibration in Multi-Distribution Learning. 938-950 - Jordan Taylor, Joel Mire, Franchesca Spektor, Alicia DeVrio, Maarten Sap, Haiyi Zhu, Sarah E. Fox:
Un-Straightening Generative AI: How Queer Artists Surface and Challenge Model Normativity. 951-963 - Juana Catalina Becerra Sandoval, Felicia S. Jing:
Rethinking AI Safety: Provocations from the History of Community-based Practices of Road and Driver Safety. 964-974 - Mohit Chandra, Suchismita Naik, Denae Ford, Ebele Okoli, Munmun De Choudhury, Mahsa Ershadi, Gonzalo A. Ramos, Javier Hernandez, Ananya Bhattacharjee, Shahed Warreth, Jina Suh:
From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents. 975-1004 - Zilin Lin, Gabriela Trogrlic, Claes de Vreese, Natali Helberger:
Dangerous Criminals and Beautiful Prostitutes? Investigating Harmful Representations in Dutch Language Models. 1005-1014 - Yifan Liu, Ruichen Yao, Yaokun Liu, Ruohan Zong, Zelin Li, Yang Zhang, Dong Wang:
Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning. 1015-1027 - Thomas P. Zollo, Nikita Rajaneesh, Richard S. Zemel, Talia Gillis, Emily Black:
Towards Effective Discrimination Testing for Generative AI. 1028-1047 - Brian R. Christian, Hannah Rose Kirk, Jessica A. F. Thompson, Christopher Summerfield, Tsvetomira Dumbalska:
Reward Model Interpretability via Optimal and Pessimal Tokens. 1048-1059 - Emma Kallina, Thomas Bohné, Jatinder Singh:
Stakeholder Participation for Responsible AI Development: Disconnects Between Guidance and Current Practice. 1060-1079 - Jakob Schoeffer, Maria De-Arteaga, Jonathan Elmer:
Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest. 1080-1094 - Leah Hope Ajmani, Nuredin Ali Abdelkadir, Stevie Chancellor:
Secondary Stakeholders in AI: Fighting for, Brokering, and Navigating Agency. 1095-1107 - Donal Khosrowi, Markus Ahlers, Philippe van Basshuysen:
When Predictions are More Than Predictions: Self-Fulfilling Performativity and the Road Towards Morally Responsible Predictive Systems. 1108-1118 - Shreya Chowdhary, Alexis Shore Ingber, Nazanin Andalibi:
Technical Solutions to Emotion AI's Privacy Harms: A Systematic Literature Review. 1119-1144 - Annabel Blake, Marcus Carter, Eduardo Velloso:
Are Measures of Children's Parasocial Relationships Ready for Conversational AI? 1145-1158 - Aditya Karan, Naina Balepur, Hari Sundaram:
Oh the Prices You'll See: Designing a Fair Exchange System to Mitigate Personalized Pricing. 1159-1171 - Jeongwon Jo, He Zhang, Jie Cai, Nitesh Goyal:
AI Trust Reshaping Administrative Burdens: Understanding Trust-Burden Dynamics in LLM-Assisted Benefits Systems. 1172-1183 - Tomasz Hollanek, Yulu Pi, Cosimo Fiorini, Virginia Vignali, Dorian Peters, Eleanor Drage:
A Toolkit for Compliance, a Toolkit for Justice: Drawing on Cross-sectoral Expertise to Develop a Pro-justice EU AI Act Toolkit. 1184-1194 - Hope Schroeder, Akshansh Pareek, Solon Barocas:
Disclosure without Engagement: An Empirical Review of Positionality Statements at FAccT. 1195-1210 - Saad Siddiqui, Lujain Ibrahim, Kristy Loke, Stephen Clare, Marianne Lu, Aris Richardson, Conor McGlynn, Jeffrey Ding:
Promising Topics for US-China Dialogues on AI Risks and Governance. 1211-1223 - Oliver L. Haimson, Samuel Reiji Mayworm, Alexis Shore Ingber, Nazanin Andalibi:
AI Attitudes Among Marginalized Populations in the U.S.: Nonbinary, Transgender, and Disabled Individuals Report More Negative AI Attitudes. 1224-1237 - Shm Garanganao Almeda, Robin Netzorg, Isabel Li, Ethan Tam, Skyla Ma, Bob Tianqi Wei:
Labor, Power, and Belonging: The Work of Voice in the Age of AI Reproduction. 1238-1249 - Rainer Rehak:
AI Narrative Breakdown. A Critical Assessment of Power and Promise. 1250-1260 - Domenique Zipperling, Luca Deck, Julia Lanzl, Niklas Kühl:
It's only fair when I think it's fair: How Gender Bias Alignment Undermines Distributive Fairness in Human-AI Collaboration. 1261-1274 - Becca Smith, Alexander Williams Tolbert:
The Problem of Generics in LLM Training. 1275-1280 - Theresa Züger, Philipp Mahlow, Daniel Pothmann, Katharina Mosene, Fabian Burmeister, Matthias C. Kettemann, Wolfgang Schulz:
Crediting Humans: A Systematic Assessment of Influencing Factors for Human-in-the-Loop Figurations in Consumer Credit Lending Decisions. 1281-1292 - Tamara Paris, AJung Moon, Jin L. C. Guo:
Opening the Scope of Openness in AI. 1293-1311 - Sinem Görücü, Yuheng Ren, Gabrielle Samuel, Georgia Panagiotidou:
"As an individual, I suppose you can't really do much": Environmental Sustainability Perceptions of Machine Learning Practitioners. 1312-1324 - Pranav Narayanan Venkit, Philippe Laban, Yilun Zhou, Yixin Mao, Chien-Sheng Wu:
Search Engines in the AI Era: A Qualitative Understanding to the False Promise of Factual and Verifiable Source-Cited Responses in LLM-based Search. 1325-1340 - Xiangzhe Yuan, Jiajun Wang, Qian Wan, Siying Hu:
A Day in Their Shoes: Using LLM-Based Perspective-Taking Interactive Fiction to Reduce Stigma Toward Dirty Work. 1341-1359 - Andrea Ferrario:
A Trustworthiness-based Metaphysics of Artificial Intelligence Systems. 1360-1370 - Juana Catalina Becerra Sandoval, Felicia S. Jing:
Historical Methods for AI Evaluations, Assessments, and Audits. 1371-1386 - Arturs Kanepajs, Aditi Basu, Sankalpa Ghose, Constance Li, Akshat Mehta, Ronak Mehta, Samuel David Tucker-Davis, Bob Fischer, Jacy Reese Anthis:
What do Large Language Models Say About Animals? Investigating Risks of Animal Harm in Generated Text. 1387-1410 - Francesca Lameiro, Lavinia Dunagan, Dallas Card, Eric Gilbert, Oliver L. Haimson:
TIDEs: A Transgender and Nonbinary Community-Labeled Dataset and Model for Transphobia Identification in Digital Environments. 1411-1423 - Julia Barnett, Kimon Kieslich, Natali Helberger, Nicholas Diakopoulos:
Envisioning Stakeholder-Action Pairs to Mitigate Negative Impacts of AI: A Participatory Approach to Inform Policy Making. 1424-1449 - Hammaad Adam, Rene S. Bermea, Ming-Ying Yang, Leo Anthony Celi, Marzyeh Ghassemi:
Lost in Transplantation: Characterizing Racial Gaps in Physician Organ Offer Acceptance. 1450-1467 - Aditya Karan, Nicholas Vincent, Karrie Karahalios, Hari Sundaram:
Algorithmic Collective Action with Two Collectives. 1468-1483 - Reuben Binns, Jake M. L. Stein, Siddhartha Datta, Max Van Kleek, Nigel Shadbolt:
Not Even Nice Work If You Can Get It; A Longitudinal Study of Uber's Algorithmic Pay and Pricing. 1484-1497 - Adam Dejl, Dekai Zhang, Hamed Ayoobi, Matthew Williams, Francesca Toni:
Hidden Conflicts in Neural Networks and their Implications for Explainability. 1498-1542 - Thamiris Coelho, Leo Sampaio Ferraz Ribeiro, João Macedo, Jefersson A. dos Santos, Sandra Avila:
Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models. 1543-1553 - Larbi Abdenebaoui, Saja Aljuneidi, Fynn Horstmannshoff, Jochen Meyer, Susanne Boll:
Value-Driven Design for Public Administration: Insights from a Generative Chatbot in a Housing Application Case Study. 1554-1564 - Krithi Shailya, Shreya Rajpal, Gokul S. Krishnan, Balaraman Ravindran:
LExT: Towards Evaluating Trustworthiness of Natural Language Explanations. 1565-1587 - Hyunseung Hwang, Andrew Bell, João Fonseca, Venetia Pliatsika, Julia Stoyanovich, Steven Euijong Whang:
SHAP-based Explanations are Sensitive to Feature Representation. 1588-1601 - Will Hawkins, Brent D. Mittelstadt, Chris Russell:
Deepfakes on Demand: The rise of accessible non-consensual deepfake image generators: The rise of accessible non-consensual deepfake image generators. 1602-1614 - Cameron Robert Jones, Ishika Rathi, Sydney Taylor, Benjamin K. Bergen:
People cannot distinguish GPT-4 from a human in a Turing test. 1615-1639 - Dan Bateyko, Karen Levy:
One Bad NOFO? AI Governance in Federal Grantmaking. 1640-1652 - Nicholas Perello, Cyrus Cousins, Yair Zick, Przemyslaw A. Grabowicz:
Discrimination Induced by Algorithmic Recourse Objectives. 1653-1663 - Evripidis Bampis, Thomas Ehrhard, Bruno Escoffier, Claire Mathieu, Fanny Pascual, David Saulpic:
Estimating the Electoral Consequences of Legislative Redistricting in France. 1664-1676 - Franziska Sofia Hafner, Ana Valdivia, Luc Rocher:
Gender Trouble in Language Models: An Empirical Audit Guided by Gender Performativity Theory. 1677-1695 - Sune Holm:
Algorithmic Fairness, Decision Thresholds, and the Separateness of Persons. 1696-1702 - Lindsay Poirier, Juniper Huang, Casey MacGibbon:
What Remains Opaque in Transparency Initiatives: Visualizing Phantom Reductions through Devious Data Analysis. 1703-1714 - Eva Paraschou, Maria Michali, Sofia Yfantidou, Stelios Karamanidis, Stefanos Rafail Kalogeros, Athena Vakali:
Ties of Trust: a bowtie model to uncover trustor-trustee relationships in LLMs. 1715-1728 - Malik Khadar, Amoligha Timma, Luka Ludden, Harmanpreet Kaur:
Explain it like I'm me: User Characteristics in XAI Decision-Making. 1729-1744 - Meryem Bagriacik, Fernando E. B. Otero:
Fairness-Guided Pruning of Decision Trees. 1745-1756 - Christian Djeffal:
Reflexive Prompt Engineering: A Framework for Responsible Prompt Engineering and AI Interaction Design. 1757-1768 - Cass Mayeda, Arinjay Singh, Arnav Mahale, Laila Shereen Sakr, Mai ElSherief:
Applying Data Feminism Principles to Assess Bias in English and Arabic NLP Research. 1769-1792 - Sachin R. Pendse, Darren Gergle, Rachel Kornfield, Jonah Meyerhoff, David C. Mohr, Jina Suh, Annie B. Wescott, Casey Williams, Jessica Schleider:
When Testing AI Tests Us: Safeguarding Mental Health on the Digital Frontlines. 1793-1804 - Abinitha Gourabathina, Walter Gerych, Eileen Pan, Marzyeh Ghassemi:
The Medium is the Message: How Non-Clinical Information Shapes Clinical Decisions in LLMs. 1805-1828 - Íñigo Martínez de Rituerto de Troya, Jacqueline Kernahan, Neelke Doorn, Virginia Dignum, Roel Dobbe:
Misabstraction in Sociotechnical Systems. 1829-1842 - Jennah Gosciak, Aparna Balagopalan, Derek Ouyang, Allison Koenecke, Marzyeh Ghassemi, Daniel E. Ho:
Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments. 1843-1861 - Tian Qiu, Arjun Nichani, Rasta Tadayontahmasebi, Haewon Jeong:
Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images. 1862-1889 - Arjun Roy, Stavroula Rizou, Symeon Papadopoulos, Eirini Ntoutsi:
Achieving Socio-Economic Parity through the Lens of EU AI Act. 1890-1901 - Miriam Doh, Corinna Canali, Nuria Oliver:
What TikTok Claims, What Bold Glamour Does: A Filter's Paradox. 1902-1915 - Lauren Benson, Ahmet Okutan, Roopa Vasan:
Uncovering the Linguistic Roots of Bias: Insights and Mitigation in Large Language Models. 1916-1926 - Mahika Phutane, Ananya Seelam, Aditya Vashistha:
"Cold, Calculated, and Condescending": How AI Identifies and Explains Ableism Compared to Disabled People. 1927-1941 - Emre Kocyigit, Arianna Rossi, Anastasia Sergeeva, Claudia Negri-Ribalta, Ali Farjami, Gabriele Lenzini:
DeceptiLens: an Approach supporting Transparency in Deceptive Pattern Detection based on a Multimodal Large Language Model. 1942-1959 - Faisal Haque Bappy, EunJeong Cheon, Tariqul Islam:
Centralized Trust in Decentralized Systems: Unveiling Hidden Contradictions in Blockchain and Cryptocurrency. 1960-1971 - Mattea Sim, Basia Radka, Tadayoshi Kohno, Franziska Roesner, Kurt Hugenberg:
Characterizing the Default Persona During Design: Mental Representations of Technology Users are Gendered. 1972-1984 - Maria-Lucia Rebrean, Gianclaudio Malgieri:
Vulnerability in the EU AI Act: building an interpretation. 1985-1997 - Thomas Manzini, Priyankari Perali, Jayesh Tripathi, Robin R. Murphy:
Now you see it, Now you don't: Damage Label Agreement in Drone & Satellite Post-Disaster Imagery. 1998-2008 - Abdullah Hasan Safir, Kerry McInerney, Alan F. Blackwell, Ramit Debnath:
Distributive Epistemic Injustice in AI Ethics: A Co-productionist Account of Global North-South Politics in Knowledge Production. 2009-2024 - Emma Harvey, René F. Kizilcec, Allison Koenecke:
A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms. 2025-2039 - Shomik Jain, Margaret Wang, Kathleen Creel, Ashia Wilson:
Allocation Multiplicity: Evaluating the Promises of the Rashomon Set. 2040-2055 - Alina Wernick, Alan Medlar, Sofia Söderholm, Dorota Glowacka:
Evaluating the Contextual Integrity of False Positives in Algorithmic Travel Surveillance. 2056-2070 - Melanie Walsh, Connor Franklin Rey, Chang Ge, Tina Nowak, Sabina Tomkins:
Algorithms in the Stacks: Investigating automated, for-profit diversity audits in public libraries. 2071-2086 - Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu:
Beyond Consistency: Nuanced Metrics for Individual Fairness. 2087-2097 - Jaemarie Solyst, Cindy Peng, Wesley Hanwen Deng, Praneetha Pratapa, Amy Ogan, Jessica Hammer, Jason I. Hong, Motahhare Eslami:
Investigating Youth AI Auditing. 2098-2111 - Mauritz Niklas Cartier van Dissel, Samuel Martin-Gutierrez, Lisette Espín-Noboa, Ana María Jaramillo, Fariba Karimi:
hyperFA*IR: A hypergeometric approach to fair rankings with finite candidate pool. 2112-2126 - Gianclaudio Malgieri:
Scalable Fairness: The legal tool against power. 2127-2137 - Sina Fazelpour, Will Fleisher:
The Value of Disagreement in AI Design, Evaluation, and Alignment. 2138-2150 - Ariba Khan, Stephen Casper, Dylan Hadfield-Menell:
Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs. 2151-2165 - Maria Isabel Magaña, Katie Shilton:
Frameworks, Methods and Shared Tasks: Connecting Participatory AI to Trustworthy AI Through a Systematic Review of Global Projects. 2166-2179 - Clara Strasser Ceballos, Christoph Kern:
Location matching on shaky grounds: Re-evaluating algorithms for refugee allocation. 2180-2199 - Florian Carichon, Romain Rampa, Golnoosh Farnadi:
Crossing Boundaries: Leveraging Semantic Divergences to Explore Cultural Novelty in Cooking Recipes. 2200-2214 - Helena Monke, Benjamin Sae-Chew, Benjamin Frész, Marco F. Huber:
From Confusion to Clarity: ProtoScore - A Framework for Evaluating Prototype-Based XAI. 2215-2231 - Luca Corbucci, Xenia Heilmann, Mattia Cerrato:
Benefits of the Federation? Analyzing the Impact of Fair Federated Learning at the Client Level. 2232-2248 - Seyi Olojo, Janina Zakrzewski, Andrew Smart, Erin van Liemt, Milagros Miceli, Amber Ebinama, Lameck Mbangula Amugongo:
Lost in Machine Translation: The Sociocultural Implications of Language Technologies in Nigeria. 2249-2259 - Anna Ida Hudig, Anna Maria Mandalari, Chris Norval, Hamed Haddadi, Reuben Binns, Jatinder Singh:
Rights Out of Sight: Data Practices and Transparency Gaps in Smart Consumer IoT Ecosystems. 2260-2273 - Min Hun Lee, Martyn Zhe Yu Tok:
Towards Uncertainty Aware Task Delegation and Human-AI Collaborative Decision-Making. 2274-2289 - Aidan Z. Fitzsimons, Elizabeth M. Gerber, Duri Long:
AI constructs gendered struggle narratives: Implications for self-concept and systems design. 2290-2301 - Ruben S. Verhagen, Mark A. Neerincx, Myrthe L. Tielman:
Agent Allocation of Moral Decisions in Human-Agent Teams: Raise Human Involvement and Explain Potential Consequences. 2302-2317 - Maria-Teresa De Rosa Palmini, Eva Cetinic:
Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity. 2318-2348 - Jinyi Ye, Luca Luceri, Emilio Ferrara:
Auditing Political Exposure Bias: Algorithmic Amplification on Twitter/X During the 2024 U.S. Presidential Election. 2349-2362 - Mercy Asiedu, Iskandar Haykel, Awa Dieng, Kerrie Kauer, Tousif Ahmed, Florence Ofori, Charisma Chan, Stephen Pfohl, Negar Rostamzadeh, Katherine A. Heller:
Nteasee: Understanding Needs in AI for Health in Africa - A Mixed-Methods Study of Expert and General Population Perspectives. 2363-2436 - Sibo Ma, Alejandro Salinas, Julian Nyarko, Peter Henderson:
Breaking Down Bias: On The Limits of Generalizable Pruning Strategies. 2437-2450 - Sabriya Maryam Alam, Marwa Abdulhai, Niloufar Salehi:
Blind Faith? User Preference and Expert Assessment of AI-Generated Religious Content. 2451-2479 - Jia-Wei Liang, Hao-Chuan Wang:
Is It Fair Enough? Supporting Equitable Group Work Assignment with Work Division Dashboard. 2480-2490 - Jovan Powar, Heleen Janssen, Richard Cloete, Jatinder Singh:
From policy to practice in data governance and responsible data stewardship: system design for data intermediaries. 2491-2504 - Anka Reuel, Patrick Connolly, Kiana Jafari Meimandi, Shekhar Tewari, Jakub Wiatrak, Dikshita Venkatesh, Mykel J. Kochenderfer:
Responsible AI in the Global Context: Maturity Model and Survey. 2505-2541 - Carlos Caetano, Gabriel Oliveira dos Santos, Caio Petrucci, Artur Barros, Camila Laranjeira, Leo Sampaio Ferraz Ribeiro, Júlia Fernandes de Mendonça, Jefersson A. dos Santos, Sandra Avila:
Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability. 2542-2553 - Julian Skirzynski, David Danks, Berk Ustun:
Discrimination Exposed? On the Reliability of Explanations for Discrimination Detection. 2554-2569 - Sebastian Gehrmann, Claire Huang, Xian Teng, Sergei Yurovski, Arjun Bhorkar, Naveen Thomas, John A. Doucette, David S. Rosenberg, Mark Dredze, David Rabinowitz:
Understanding and Mitigating Risks of Generative AI in Financial Services. 2570-2586 - Markelle Kelly, Mohammad Tahaei, Padhraic Smyth, Lauren Wilcox:
Understanding Gender Bias in AI-Generated Product Descriptions. 2587-2615 - Basileal Imana, Zeyu Shen, John S. Heidemann, Aleksandra Korolova:
External Evaluation of Discrimination Mitigation Efforts in Meta's Ad Delivery. 2616-2629 - Cynthia M. Cook, Laurie Cuffney, John J. Howard, Yevgeniy B. Sirotin, Jerry L. Tipton, Arun R. Vemury:
Performance Differentials in Deployed Biometric Systems Caused by Open-Source Face Detectors. 2630-2639 - Basileal Imana, Aleksandra Korolova, John S. Heidemann:
Auditing for Bias in Ad Delivery Using Inferred Demographic Attributes. 2640-2656 - Motahhare Eslami, Sarah E. Fox, Hong Shen, Bonnie Fan, Yu-Ru Lin, Rosta Farzan, Beth Schwanke:
From Margins to the Table: Charting the Potential for Public Participatory Governance of Algorithmic Decision Making. 2657-2670 - Markus Kneer, Juri Viehoff:
The Hard Problem of AI Alignment: Value Forks in Moral Judgment. 2671-2681 - Juan Carlos Perdomo, Tolani Britton, Moritz Hardt, Rediet Abebe:
Difficult Lessons on Social Prediction from Wisconsin Public Schools. 2682-2704 - Yaxuan Yin, Shamya Karumbaiah, Shona Acquaye:
Responsible AI in Education: Understanding Teachers' Priorities and Contextual Challenges. 2705-2727 - Lauren S. Treiman, Chien-Ju Ho, Wouter Kool:
Do People Think Fast or Slow When Training AI? 2728-2750 - Jane Castleman, Aleksandra Korolova:
Adultification Bias in LLMs and Text-to-Image Models. 2751-2767 - Jingjin Li, Qisheng Li, Rong Gong, Lezhi Wang, Shaomei Wu:
Our Collective Voices: The Social and Technical Values of a Grassroots Chinese Stuttered Speech Dataset. 2768-2783 - Urvashi Aneja, Aarushi Gupta, Aditya Vashistha:
Beyond Semantics: Examining Gender Bias in LLMs Deployed within Low-resource Contexts in India. 2784-2795 - Rebekka Görge, Michael Mock, Héctor Allende-Cid:
Detecting Linguistic Indicators for Stereotype Assessment with Large Language Models. 2796-2814 - Hanjia Lyu, Jiebo Luo, Jian Kang, Allison Koenecke:
Characterizing Bias: Benchmarking Large Language Models in Simplified versus Traditional Chinese. 2815-2846 - Lauren Olson, Ricarda Anna-Lena Fischer, Florian Kunneman, Emitzá Guzmán:
Who Speaks for Ethics? How Demographics Shape Ethical Advocacy in Software Development. 2847-2862 - Manisha Mehta, Fausto Giunchiglia:
Understanding Gen Alpha's Digital Language: Evaluation of LLM Safety Systems for Content Moderation. 2863-2873 - Matt Franchi, Hauke Sandhaus, Madiha Zahrah Choksi, Severin Engelmann, Wendy Ju, Helen Nissenbaum:
Privacy of Groups in Dense Street Imagery. 2874-2891 - Jun Rui Lee, Sadegh Emami, Michael David Hollins, Timothy C. H. Wong, Carlos Ignacio Villalobos Sánchez, Francesca Toni, Dekai Zhang, Adam Dejl:
XAI-Units: Benchmarking Explainability Methods with Unit Tests. 2892-2905 - Alicia Freel, Sabid Bin Habib Pias, Selma Sabanovic, Apu Kapadia:
How Misclassification Severity and Timing Influence User Trust in AI Image Classification: User Perceptions of High- and Low-Stakes Contexts. 2906-2923 - Beatrice Tylstedt, Helga Sadowski, Caroline Eliasson, Lina Eklund:
Entangled Pregnancies: Expectants' Experiences of Using Pregnancy Apps. 2924-2933 - Takehiro Tsurumi, Elena Beretta:
Social Bias in Vision Transformers: A Comparative Study Across Architectures and Learning Paradigms. 2934-2973 - David Liu, Jackie Baek, Tina Eliassi-Rad:
When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations. 2974-2990 - Blaine Kuehnert, Rachel M. Kim, Jodi Forlizzi, Hoda Heidari:
The "Who", "What", and "How" of Responsible AI Governance: A Systematic Review and Meta-Analysis of (Actor, Stage)-Specific Tools. 2991-3005 - Mahdi Dhaini, Ege Erdogan, Nils Feldhus, Gjergji Kasneci:
Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods. 3006-3029 - Johnny Tian-Zheng Wei, Maggie Wang, Ameya Godbole, Jonathan H. Choi, Robin Jia:
Interrogating LLM design under copyright law. 3030-3045 - Maarten Buyl, Hadi Khalaf, Claudio Mayrink Verdun, Lucas Monteiro Paes, Caio Cesar Vieira Machado, Flávio du Pin Calmon:
AI Alignment at Your Discretion. 3046-3074 - Prakhar Ganesh, Cuong Tran, Reza Shokri, Ferdinando Fioretto:
The Data Minimization Principle in Machine Learning. 3075-3093 - Anaelia Ovalle, Krunoslav Lehman Pavasovic, Louis Martin, Luke Zettlemoyer, Eric Michael Smith, Kai-Wei Chang, Adina Williams, Levent Sagun:
The Root Shapes the Fruit: On the Persistence of Gender-Exclusive Harms in Aligned Language Models. 3094-3105 - Jansen Silva de Brito Pereira, Giovani Valdrighi, Marcos Medeiros Raimundo:
M²FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness. 3106-3118 - Emily Tseng, Meg Young, Marianne Aubin Le Quéré, Aimee Rinehart, Harini Suresh:
"Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalism. 3119-3130 - Tim De Jonge, Hanna Schraffenberger, Jorrit Geels, Jaap-Henk Hoepman, Marie-Sophie Simon, Frederik J. Zuiderveen Borgesius:
If Deceptive Patterns are the problem, are Fair Patterns the solution? 3131-3137 - Estanislao Claucich, Sara Hooker, Diego H. Milone, Enzo Ferrante, Rodrigo Echeveste:
Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation. 3138-3147 - Ben Bucknall, Saad Siddiqui, Lara Thurnherr, Conor McGurk, Ben Harack, Anka Reuel, Patricia Paskov, Casey Mahoney, Sören Mindermann, Scott Singer, Vinay Hiremath, Charbel-Raphaël Ségerie, Oscar Delaney, Alessandro Abate, Fazl Barez, Michael K. Cohen, Philip Torr, Ferenc Huszár, Anisoara Calinescu, Gabriel Davis Jones, Robert Trager:
In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate? 3148-3161 - Haley Lepp, Daniel Scott Smith:
"You Cannot Sound Like GPT": Signs of language discrimination and resistance in computer science publishing. 3162-3181 - Adda-Akram Bendoukha, Héber Hwang Arcolezi, Nesrine Kaaniche, Aymen Boudguiga, Renaud Sirdey, Pierre-Emmanuel Clet:
FADE: Federated Aggregation with Discrimination Elimination. 3182-3195 - Ashwin Kumar, Yuzi He, Aram H. Markosyan, Bobbie Chern, Imanol Arrieta Ibarra:
Detecting Prefix Bias in LLM-based Reward Models. 3196-3206 - Joshua Chu-Yue Yang, Fynn Bachmann:
Bridging Voting and Deliberation with Algorithms: Field Insights from vTaiwan and Kultur Komitee. 3207-3223 - Madiha Zahrah Choksi, Ilan Mandel, Sebastian Benthall:
The Brief and Wondrous Life of Open Models. 3224-3240 - Hyunseung Lim, Dasom Choi, Hwajung Hong:
How Do Users Identify and Perceive Stereotypes? Understanding User Perspectives on Stereotypical Biases in Large Language Models. 3241-3253 - Ishita Gupta, Ishika Joshi, Adrita Dey, Tapan Parikh:
"Since Lawyers are Males..": Examining Implicit Gender Bias in Hindi Language Generation by LLMs. 3254-3264 - Samuel Goree, Jackson Domingo, David Crandall:
Human-Centered Evaluation of Aesthetic Quality Assessment Models Using a Smartphone Camera Application. 3265-3275 - Steven Vethman, Quirine T. S. Smit, Nina M. van Liebergen, Cor J. Veenman:
Fairness Beyond the Algorithmic Frame: Actionable Recommendations for an Intersectional Approach. 3276-3290 - Mohammad Yaghini, Patty Liu, Andrew Magnuson, Natalie Dullerud, Nicolas Papernot:
Trustworthy ML Regulation as a Principal-Agent Problem. 3291-3302 - Yuxuan Li, Hirokazu Shirado, Sauvik Das:
Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models. 3303-3325 - Alexandra Wood, Elizabeth Edenberg:
Epistemic Injustice in Algorithmic Systems and the Limits of Civil Rights Law. 3326-3335 - Shira Gur-Arieh, Christina Lee:
Consistently Arbitrary or Arbitrarily Consistent: Navigating the Tensions Between Homogenization and Multiplicity in Algorithmic Decision-Making. 3336-3349 - Tina Behzad, Sílvia Casacuberta, Emily Ruth Diana, Alexander Williams Tolbert:
Reconciling Predictive Multiplicity in Practice. 3350-3369 - Sander de Jong, Rune Møberg Jacobsen, Joel Wester, Senuri Wijenayake, Jorge Gonçalves, Niels van Berkel:
Impact of Agent-Generated Rationales on Online Social Conformity. 3370-3384 - Naba Rizvi, Taggert Smith, Tanvi Vidyala, Mya Bolds, Harper Strickland, Andrew Begel, Rua Mae Williams, Imani N. S. Munyaka:
"I Hadn't Thought About That": Creators of Human-like AI Weigh in on Ethics & Neurodivergence. 3385-3399 - Kaivalya Rawal, Zihao Fu, Eoin Delaney, Chris Russell:
Evaluating Model Explanations without Ground Truth. 3400-3411
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