---
title: "FAccT 2025 — all accepted papers, page 2 — the most cited first"
description: "All 206 papers of FAccT 2025 · page 2 of 3, the most cited first; those with our summary link to it."
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---
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# FAccT 2025: all accepted papers

206 papers · page 2 of 3 · the most cited first · [← FAccT 2025](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2025/)

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101. **[How Do Users Identify and Perceive Stereotypes? Understanding User Perspectives on Stereotypical Biases in Large Language Models ↗](https://doi.org/10.1145/3715275.3732207)**Hyunseung Lim, Dasom Choi, Hwajung Hong*4 citations*
102. **[Identities are not Interchangeable: The Problem of Overgeneralization in Fair Machine Learning ↗](https://doi.org/10.1145/3715275.3732033)**Angelina Wang*4 citations*
103. **[Impact of Agent-Generated Rationales on Online Social Conformity ↗](https://doi.org/10.1145/3715275.3732217)**Sander de Jong, Rune Møberg Jacobsen, Joel Wester et al.*4 citations*
104. **[Not Even Nice Work If You Can Get It; A Longitudinal Study of Uber's Algorithmic Pay and Pricing ↗](https://doi.org/10.1145/3715275.3732099)**Reuben Binns, Jake Stein, Siddhartha Datta et al.*4 citations*
105. **[Now you see it, Now you don’t: Damage Label Agreement in Drone & Satellite Post-Disaster Imagery ↗](https://doi.org/10.1145/3715275.3732135)**Thomas Manzini, Priyankari Perali, Jayesh Tripathi et al.*4 citations*
106. **[Regulating Emotion AI in the United States: Insights from Empirical Inquiry ↗](https://doi.org/10.1145/3715275.3732014)**Alexis Shore Ingber, Nazanin Andalibi*4 citations*
107. **[Reward Model Interpretability via Optimal and Pessimal Tokens ↗](https://doi.org/10.1145/3715275.3732068)**Brian Christian, Hannah Rose Kirk, Jessica A. F. Thompson et al.*4 citations*
108. **[TIDEs: A Transgender and Nonbinary Community-Labeled Dataset and Model for Transphobia Identification in Digital Environments ↗](https://doi.org/10.1145/3715275.3732095)**Francesca Lameiro, Lavinia Dunagan, Dallas Card et al.*4 citations*
109. **[Towards Uncertainty Aware Task Delegation and Human-AI Collaborative Decision-Making ↗](https://doi.org/10.1145/3715275.3732155)**Min Hun Lee, Martyn Zhe Yu Tok*4 citations*
110. **[Understanding Gender Bias in AI-Generated Product Descriptions ↗](https://doi.org/10.1145/3715275.3732169)**Markelle Kelly, Mohammad Tahaei, Padhraic Smyth et al.*4 citations*
111. **[Value-Driven Design for Public Administration: Insights from a Generative Chatbot in a Housing Application Case Study ↗](https://doi.org/10.1145/3715275.3732103)**Larbi Abdenebaoui, Saja Aljuneidi, Fynn Horstmannshoff et al.*4 citations*
112. **[WEIRD Audits? Research Trends, Linguistic and Geographical Disparities in the Algorithm Audits of Online Platforms - A Systematic Literature Review ↗](https://doi.org/10.1145/3715275.3732026)**Aleksandra Urman, Mykola Makhortykh, Anikó Hannák*4 citations*
113. **[‘Stewardship’ as a Fair, Accountable and Transparent Model for Free and Open-Source Software Governance? Looking Beyond the EU’s Cyber Resilience Act ↗](https://doi.org/10.1145/3715275.3732032)**Jennifer Tridgell, Jatinder Pal Singh*4 citations*
114. **[A Day in Their Shoes: Using LLM-Based Perspective-Taking Interactive Fiction to Reduce Stigma Toward Dirty Work ↗](https://doi.org/10.1145/3715275.3732090)**Xiangzhe Yuan, Jiajun Wang, Qian Wan et al.*3 citations*
115. **[A Trustworthiness-based Metaphysics of Artificial Intelligence Systems ↗](https://doi.org/10.1145/3715275.3732091)**Andrea Ferrario*3 citations*
116. **[Agent Allocation of Moral Decisions in Human-Agent Teams: Raise Human Involvement and Explain Potential Consequences ↗](https://doi.org/10.1145/3715275.3732157)**Ruben Verhagen, Mark A. Neerincx, Myrthe Lotte Tielman*3 citations*
117. **[Algorithms in the Stacks: Investigating automated, for-profit diversity audits in public libraries ↗](https://doi.org/10.1145/3715275.3732140)**Melanie Walsh, Connor Franklin Rey, Chang Ge et al.*3 citations*
118. **[Centralized Trust in Decentralized Systems: Unveiling Hidden Contradictions in Blockchain and Cryptocurrency ↗](https://doi.org/10.1145/3715275.3732130)**Faisal Haque Bappy, EunJeong Cheon, Tariqul Islam*3 citations*
119. **[Characterizing Bias: Benchmarking Large Language Models in Simplified versus Traditional Chinese ↗](https://doi.org/10.1145/3715275.3732182)**Hanjia Lyu, Jiebo Luo, Jian Li Kang et al.*3 citations*
120. **[How to investigate algorithmic-driven risks in online platforms and search engines? A narrative review through the lens of the EU Digital Services Act ↗](https://doi.org/10.1145/3715275.3732052)**Cecilia Panigutti, Delia Fano Yela, Lorenzo Porcaro et al.*3 citations*
121. **[Justified Evidence Collection for Argument-based AI Fairness Assurance ↗](https://doi.org/10.1145/3715275.3732003)**Alpay Sabuncuoğlu, Christopher Burr, Carsten R. Maple*3 citations*
122. **[LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms ↗](https://doi.org/10.1145/3715275.3732051)**Mahsa Sahebdel, Ali Zeynali, Noman Bashir et al.*3 citations*
123. **[Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways ↗](https://doi.org/10.1145/3715275.3732046)**Angelina Wang, Xuechunzi Bai, Solon Barocas et al.*3 citations*
124. **[Neglected Risks: The Disturbing Reality of Children’s Images in Datasets and the Urgent Call for Accountability ↗](https://doi.org/10.1145/3715275.3732166)**Carlos Caetano, Gabriel Oliveira dos Santos, Caio Petrucci et al.*3 citations*
125. **[One Bad NOFO? AI Governance in Federal Grantmaking ↗](https://doi.org/10.1145/3715275.3732109)**Dan Bateyko, Karen E. C. Levy*3 citations*
126. **[Opening the Scope of Openness in AI ↗](https://doi.org/10.1145/3715275.3732087)**Tamara Paris, AJung Moon, Jin Guo*3 citations*
127. **[Privacy of Groups in Dense Street Imagery ↗](https://doi.org/10.1145/3715275.3732185)**Matt Franchi, Hauke Sandhaus, Madiha Zahrah Choksi et al.*3 citations*
128. **[Promising Topics for US–China Dialogues on AI Risks and Governance ↗](https://doi.org/10.1145/3715275.3732080)**S. Siddiqui, Lujain Ibrahim, Kristy Loke et al.*3 citations*
129. **[Recourse, Repair, Reparation, & Prevention: A Stakeholder Analysis of AI Supply Chains ↗](https://doi.org/10.1145/3715275.3732017)**Aspen Hopkins, Isabella Struckman, Kevin Klyman et al.*3 citations*
130. **[Red Teaming AI Policy: A Taxonomy of Avoision and the EU AI Act ↗](https://doi.org/10.1145/3715275.3732028)**Rui-Jie Yew, Bill Marino, Suresh Venkatasubramanian*3 citations*
131. **[Social Perception of Faces in a Vision-Language Model ↗](https://doi.org/10.1145/3715275.3732041)**Carina Ines Hausladen, Manuel Knott, Colin F. Camerer et al.*3 citations*
132. **[The Brief and Wondrous Life of Open Models ↗](https://doi.org/10.1145/3715275.3732206)**Madiha Zahrah Choksi, Ilan Mandel, Sebastian Benthall*3 citations*
133. **[The Problem of Generics in LLM Training ↗](https://doi.org/10.1145/3715275.3732085)**Becca Smith, Alexander Williams Tolbert*3 citations*
134. **[Time Can Invalidate Algorithmic Recourse ↗](https://doi.org/10.1145/3715275.3732008)**Giovanni De Toni, Stefano Teso, Bruno Lepri et al.*3 citations*
135. **[Understanding experiences with compulsory immigration surveillance in the U.S. ↗](https://doi.org/10.1145/3715275.3732057)**Kentrell Owens, Yael Eiger, Basia Radka et al.*3 citations*
136. **[Understanding the Effects of Explaining Predictive but Unintuitive Features in Human-XAI Interaction ↗](https://doi.org/10.1145/3715275.3732021)**Jiaming Qu, Jaime Arguello, Yue Wang*3 citations*
137. **[What do Large Language Models Say About Animals? Investigating Risks of Animal Harm in Generated Text ↗](https://doi.org/10.1145/3715275.3732094)**Arturs Kanepajs, Aditi Basu, Sankalpa Ghose et al.*3 citations*
138. **[Who Speaks for Ethics? How Demographics Shape Ethical Advocacy in Software Development ↗](https://doi.org/10.1145/3715275.3732183)**Lauren Olson, Ricarda Anna-Lena Fischer, Florian Kunneman et al.*3 citations*
139. **[XAI-Units: Benchmarking Explainability Methods with Unit Tests ↗](https://doi.org/10.1145/3715275.3732186)**Jun Rui Lee, Sadegh Emami, Michael David Hollins et al.*3 citations*
140. **[“It is unfair, and it would be unwise to expect the user to know the law!” – Evaluating reporting mechanisms under the Digital Services Act ↗](https://doi.org/10.1145/3715275.3732036)**Marie-Therese Sekwenz, Ben Wagner, Simon E. Parkin*3 citations*
141. **[“Since Lawyers are Males..”: Examining Implicit Gender Bias in Hindi Language Generation by LLMs ↗](https://doi.org/10.1145/3715275.3732208)**Ishita Gupta, Ishika Joshi, Adrita Dey et al.*3 citations*
142. **[Achieving Socio-Economic Parity through the Lens of EU AI Act ↗](https://doi.org/10.1145/3715275.3732125)**Arjun G. Roy, Stavroula Rizou, Symeon Papadopoulos et al.*2 citations*
143. **[Algorithmic Collective Action with Two Collectives ↗](https://doi.org/10.1145/3715275.3732098)**Aditya Karan, Nicholas Vincent, Karrie G. Karahalios et al.*2 citations*
144. **[Discrimination Induced by Algorithmic Recourse Objectives ↗](https://doi.org/10.1145/3715275.3732110)**Nicholas Perello, Cyrus Cousins, Yair Zick et al.*2 citations*
145. **[Explain it like I'm me: User Characteristics in XAI Decision-Making ↗](https://doi.org/10.1145/3715275.3732116)**Malik Khadar, Amoligha Timma, Luka Ludden et al.*2 citations*
146. **[External Evaluation of Discrimination Mitigation Efforts in Meta's Ad Delivery ↗](https://doi.org/10.1145/3715275.3732170)**Basileal Imana, Zeyu Shen, John Heidemann et al.*2 citations*
147. **[Gender Trouble in Language Models: An Empirical Audit Guided by Gender Performativity Theory ↗](https://doi.org/10.1145/3715275.3732112)**Franziska Sofia Hafner, Ana Valdivia, Luc Rocher*2 citations*
148. **[If Deceptive Patterns are the problem, are Fair Patterns the solution? ↗](https://doi.org/10.1145/3715275.3732199)**Tim de Jonge, Hanna Schraffenberger, Jorrit Geels et al.*2 citations*
149. **[Is It Fair Enough? Supporting Equitable Group Work Assignment with Work Division Dashboard ↗](https://doi.org/10.1145/3715275.3732163)**Jia-Wei Liang, Hao‐Chuan Wang*2 citations*
150. **[Lost in Machine Translation: The Sociocultural Implications of Language Technologies in Nigeria ↗](https://doi.org/10.1145/3715275.3732153)**Seyi Olojo, Janina Zakrzewski, Andrew Smart et al.*2 citations*
151. **[Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models ↗](https://doi.org/10.1145/3715275.3732102)**Thamiris Coelho, Leo Sampaio Ferraz Ribeiro, J. I. Macedo et al.*2 citations*
152. **[Our Collective Voices: The Social and Technical Values of a Grassroots Chinese Stuttered Speech Dataset ↗](https://doi.org/10.1145/3715275.3732179)**Jingjin Li, Qisheng Li, Rong Gong et al.*2 citations*
153. **[Performance Differentials in Deployed Biometric Systems Caused by Open-Source Face Detectors ↗](https://doi.org/10.1145/3715275.3732171)**Cynthia M. Cook, Laurie Cuffney, John J. Howard et al.*2 citations*
154. **[Rethinking AI Safety: Provocations from the History of Community-based Practices of Road and Driver Safety ↗](https://doi.org/10.1145/3715275.3732062)**‪Juana Catalina Becerra Sandoval, Felicia S. Jing*2 citations*
155. **[Uncovering the Linguistic Roots of Bias: Insights and Mitigation in Large Language Models ↗](https://doi.org/10.1145/3715275.3732127)**Lauren Benson, Ahmet Okutan, Roopa Vasan*2 citations*
156. **[What Remains Opaque in Transparency Initiatives: Visualizing Phantom Reductions through Devious Data Analysis ↗](https://doi.org/10.1145/3715275.3732114)**Lindsay Poirier, Juniper Huang, Casey MacGibbon*2 citations*
157. **[When Predictions are More Than Predictions: Self-Fulfilling Performativity and the Road Towards Morally Responsible Predictive Systems ↗](https://doi.org/10.1145/3715275.3732072)**Donal Khosrowi, Markus Ahlers, Philippe van Basshuysen*2 citations*
158. **[hyperFA*IR: A hypergeometric approach to fair rankings with finite candidate pool ↗](https://doi.org/10.1145/3715275.3732143)**Mauritz N. Cartier van Dissel, Samuel Martín-Gutíerrez, Lisette Espín-Noboa et al.*2 citations*
159. **[Algorithmic Fairness, Decision Thresholds, and the Separateness of Persons ↗](https://doi.org/10.1145/3715275.3732113)**Sune Holm*1 citation*
160. **[Artifacts of Idiosyncracy in Global Street View Data ↗](https://doi.org/10.1145/3715275.3732029)**Tim Alpherts, S. Ghebreab, Nanne van Noord*1 citation*
161. **[C2Explainer: Customizable Mask-based Counterfactual Explanation for Graph Neural Networks ↗](https://doi.org/10.1145/3715275.3732012)**Jiali Ma, Ichigaku Takigawa, Akihiro Yamamoto*1 citation*
162. **[Characterizing the Default Persona During Design: Mental Representations of Technology Users are Gendered ↗](https://doi.org/10.1145/3715275.3732132)**Mattea Sim, Basia Radka, Tadayoshi Kohno et al.*1 citation*
163. **[Classifying Hate: Legal and Ethical Evaluations of ML-Assisted Hate Crime Classification and Estimation in Sweden ↗](https://doi.org/10.1145/3715275.3732016)**Holli Sargeant, Hannes Waldetoft, Måns Magnusson*1 citation*
164. **[Consistently Arbitrary or Arbitrarily Consistent: Navigating the Tensions Between Homogenization and Multiplicity in Algorithmic Decision-Making ↗](https://doi.org/10.1145/3715275.3732215)**Shira Gur-Arieh, Christina Lee*1 citation*
165. **[Crossing Boundaries: Leveraging Semantic Divergences to Explore Cultural Novelty in Cooking Recipes ↗](https://doi.org/10.1145/3715275.3732150)**Florian Carichon, Romain Rampa, Golnoosh Farnadi*1 citation*
166. **[Discrimination Exposed? On the Reliability of Explanations for Discrimination Detection ↗](https://doi.org/10.1145/3715275.3732167)**Julian Skirzyński, David J. Danks, Berk Ustun*1 citation*
167. **[Do People Think Fast or Slow When Training AI? ↗](https://doi.org/10.1145/3715275.3732177)**Lauren S. Treiman, Chien-Ju Ho, Wouter Kool*1 citation*
168. **[Epistemic Injustice in Algorithmic Systems and the Limits of Civil Rights Law ↗](https://doi.org/10.1145/3715275.3732213)**Alexandra Wood, Elizabeth Edenberg*1 citation*
169. **[Evaluating the Contextual Integrity of False Positives in Algorithmic Travel Surveillance ↗](https://doi.org/10.1145/3715275.3732139)**Alina Wernick, Alan J. Medlar, Sofia Söderholm et al.*1 citation*
170. **[Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity ↗](https://doi.org/10.1145/3715275.3732158)**Maria-Teresa De Rosa Palmini, Eva Cetinić*1 citation*
171. **[FairTranslate: an English-French Dataset for Gender Bias Evaluation in Machine Translation by Overcoming Gender Binarity ↗](https://doi.org/10.1145/3715275.3732013)**Fanny Jourdan, Y Chevalier, Cécile Favre*1 citation*
172. **[Fairness-Guided Pruning of Decision Trees ↗](https://doi.org/10.1145/3715275.3732117)**Meryem Bagriacik, Fernando E. B. Otero*1 citation*
173. **[Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods ↗](https://doi.org/10.1145/3715275.3732192)**Mahdi Dhaini, Ege Erdoğan, Nils Feldhus et al.*1 citation*
174. **[Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images ↗](https://doi.org/10.1145/3715275.3732124)**Tian Qiu, Arjun Nichani, Rasta Tadayontahmasebi et al.*1 citation*
175. **[Group Fair Rated Preference Aggregation: Ties Are (Mostly) All You Need ↗](https://doi.org/10.1145/3715275.3732042)**Kathleen Cachel, Elke Angelika Rundensteiner*1 citation*
176. **[Hidden Conflicts in Neural Networks and their Implications for Explainability ↗](https://doi.org/10.1145/3715275.3732100)**Adam Dejl, Dekai Zhang, Hamed Ayoobi et al.*1 citation*
177. **[Interrogating LLM design under copyright law ↗](https://doi.org/10.1145/3715275.3732193)**Johnny Tian-Zheng Wei, Maggie Wang, Ameya Godbole et al.*1 citation*
178. **[Location matching on shaky grounds: Re-evaluating algorithms for refugee allocation ↗](https://doi.org/10.1145/3715275.3732149)**Clara Strasser Ceballos, Christoph A. Kern*1 citation*
179. **[On Calibration in Multi-Distribution Learning ↗](https://doi.org/10.1145/3715275.3732060)**Rajeev Verma, Volker Fischer, Eric Nalisnick*1 citation*
180. **[Push and Pull: A Framework for Measuring Attentional Agency on Digital Platforms ↗](https://doi.org/10.1145/3715275.3732043)**Zachary Wojtowicz, Shrey Jain, Nicholas Vincent*1 citation*
181. **[The Double-Edged Sword of Behavioral Responses in Strategic Classification: Theory and User Studies ↗](https://doi.org/10.1145/3715275.3732056)**Raman Ebrahimi, Kristen Vaccaro, Parinaz Naghizadeh*1 citation*
182. **[Towards Effective Discrimination Testing for Generative AI ↗](https://doi.org/10.1145/3715275.3732067)**Thomas P. Zollo, Nikita Rajaneesh, Richard S. Zemel et al.*1 citation*
183. **[Aggregating Concepts of Fairness and Accuracy in Prediction Algorithms ↗](https://doi.org/10.1145/3715275.3732031)**David B. Kinney
184. **[Beyond Consistency: Nuanced Metrics for Individual Fairness ↗](https://doi.org/10.1145/3715275.3732141)**Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu
185. **[Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments ↗](https://doi.org/10.1145/3715275.3732123)**Jennah Gosciak, Aparna Balagopalan, Derek Ouyang et al.
186. **[Breaking Down Bias: On The Limits of Generalizable Pruning Strategies ↗](https://doi.org/10.1145/3715275.3732161)**Sibo Ma, Alejandro Salinas, Peter B. Henderson et al.
187. **[Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning ↗](https://doi.org/10.1145/3715275.3732066)**Yifan Liu, Ruichen Yao, Yaokun Liu et al.
188. **[Dangerous Criminals and Beautiful Prostitutes? Investigating Harmful Representations in Dutch Language Models ↗](https://doi.org/10.1145/3715275.3732065)**Zilin Lin, G., id_orcid 0009-0007-0772-5089 Trogrlić et al.
189. **[Detecting Prefix Bias in LLM-based Reward Models ↗](https://doi.org/10.1145/3715275.3732204)**Ashwin Kumar, Yuzi He, Aram H Markosyan et al.
190. **[Entangled Pregnancies: Expectants' Experiences of Using Pregnancy Apps ↗](https://doi.org/10.1145/3715275.3732188)**Beatrice Tylstedt, Helga Sadowski, Caroline Eliasson et al.
191. **[Estimating the Electoral Consequences of Legislative Redistricting in France ↗](https://doi.org/10.1145/3715275.3732111)**Evripidis Bampis, Thomas Ehrhard, Bruno Escoffier et al.
192. **[FADE: Federated Aggregation with Discrimination Elimination ↗](https://doi.org/10.1145/3715275.3732203)**Adda-Akram Bendoukha, Héber H. Arcolezi, Nesrine Kaaniche et al.
193. **[Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation ↗](https://doi.org/10.1145/3715275.3732200)**Estanislao Claucich, Sara Hooker, Diego Humberto Milone et al.
194. **[From Confusion to Clarity: ProtoScore - A Framework for Evaluating Prototype-Based XAI ↗](https://doi.org/10.1145/3715275.3732151)**Helena Monke, Benjamin Sae-Chew, Benjamin Frész et al.
195. **[Human-Centered Evaluation of Aesthetic Quality Assessment Models Using a Smartphone Camera Application ↗](https://doi.org/10.1145/3715275.3732209)**Samuel Goree, Jackson Domingo, David Crandall
196. **[In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate? ↗](https://doi.org/10.1145/3715275.3732201)**Ben Bucknall, Saad Siddiqui, Lara Thurnherr et al.
197. **[Lost in Transplantation: Characterizing Racial Gaps in Physician Organ Offer Acceptance ↗](https://doi.org/10.1145/3715275.3732097)**Hammaad Adam, Rene S. Bermea, Ming Ying Yang et al.
198. **[M²FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness ↗](https://doi.org/10.1145/3715275.3732197)**Jansen Silva de Brito Pereira, Giovani Valdrighi, Marcos M. Raimundo
199. **[Oh the Prices You’ll See: Designing a Fair Exchange System to Mitigate Personalized Pricing ↗](https://doi.org/10.1145/3715275.3732076)**Aditya Karan, Naina Balepur, Hari Sundaram
200. **[Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest ↗](https://doi.org/10.1145/3715275.3732070)**Jakob Schoeffer, Maria De‐Arteaga, Jonathan Elmer

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