---
title: "FAccT 2026 — all accepted papers with summaries and citations"
description: "All 314 papers of FAccT 2026 · page 1 of 4, the most cited first; those with our summary link to it."
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---
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# FAccT 2026: all accepted papers

314 papers · page 1 of 4 · the most cited first · [← FAccT 2026](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2026/)

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1. **[Standard Language Ideology in AI-Generated Language ↗](https://doi.org/10.1145/3805689.3806504)**Genevieve Macfarlane Smith, Eve Fleisig, Ishita Rustagi et al.*12 citations*
2. **[Characterizing Delusional Spirals through Human-LLM Chat Logs ↗](https://doi.org/10.1145/3805689.3806443)**Jared Moore, Ashish Mehta, William S. Agnew et al.*11 citations*
3. **[The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems ↗](https://doi.org/10.1145/3805689.3806728)**Leon Staufer, K. J. Kevin Feng, Kevin Wei et al.*8 citations*
4. **[AI Support in Safety-Critical Tasks: How Perceived Autonomy and Meaningfulness Shape Human-AI Joint Performance ↗](https://doi.org/10.1145/3805689.3812265)**Cedric Faas, Richard Uth, Sarah Sterz et al.*5 citations*
5. **[AI, Digital Platforms, and the New Systemic Risk ↗](https://doi.org/10.1145/3805689.3806506)**Philipp Hacker, Lilian Edwards, Atoosa Kasirzadeh*5 citations*
6. **[Big AI's Regulatory Capture: Mapping Industry Interference and Government Complicity ↗](https://doi.org/10.1145/3805689.3806740)**Abeba Birhane, Riccardo Angius, William S. Agnew et al.*4 citations*
7. **[Full Disclosure, Less Trust? How the Level of Detail about AI Use in News Writing Affects Readers' Trust ↗](https://doi.org/10.1145/3805689.3812386)**Pooja Prajod, Hannes Cools, Thomas Röggla et al.*4 citations*
8. **[“Unlimited Realm of Exploration and Experimentation”: Methods and Motivations of AI-Generated Sexual Content Creators ↗](https://doi.org/10.1145/3805689.3812314)**Jaron Mink, Lucy Qin, Elissa M. Redmiles*4 citations*
9. **[Addressing Auditing Pitfalls in Automatic Speech Recognition Technologies: A Case Study of People with Aphasia ↗](https://doi.org/10.1145/3805689.3812320)**Katelyn Xiaoying Mei, Anna Seo Gyeong Choi, Hilke Schellmann et al.*3 citations*
10. **[A Survey of OCR Evaluation Methods and Metrics and the Invisibility of Historical Documents ↗](https://doi.org/10.1145/3805689.3806442)**Fitsum Sileshi Beyene, Christopher L. Dancy*2 citations*
11. **[Algorithmic Monocultures in Hiring ↗](https://doi.org/10.1145/3805689.3812400)**Rishi Bommasani, Sarah Bana, Kathleen Creel et al.*2 citations*
12. **[Auditing African Content Moderators' Working Conditions by Using the European General Data Protection Regulation (GDPR) ↗](https://doi.org/10.1145/3805689.3812228)**Mariame Tighanimine, Jessica Pidoux, Sonia Kgomo et al.*2 citations*
13. **[Do LLMs Favor LLMs? Quantifying Interaction Effects in Peer Review ↗](https://doi.org/10.1145/3805689.3806505)**Vibhhu Sharma, Thorsten Joachims, Sarah Dean*2 citations*
14. **[Language Disparities in Moderation Workforce Allocation by Social Media Platforms ↗](https://doi.org/10.1145/3805689.3806484)**Manuel Tonneau, Diyi Liu, Ryan McGrady et al.*2 citations*
15. **[Mapping Data Labour Supply Chain in Africa in an Era of Digital Apartheid: a Struggle for Recognition ↗](https://doi.org/10.1145/3805689.3812227)**Jessica Pidoux, Mariame Tighanimine, Sofia Kypraiou et al.*2 citations*
16. **[Societal Frameworks Can Improve LLM Alignment ↗](https://doi.org/10.1145/3805689.3806486)**Karolina Stańczak, Nicholas Meade, Mehar Bhatia et al.*2 citations*
17. **[The Algorithmic Gaze of Image Quality Assessment: An Audit and Trace Ethnography of the LAION-Aesthetics Predictor ↗](https://doi.org/10.1145/3805689.3806462)**Jordan Taylor, William Agnew, Maarten Sap et al.*2 citations*
18. **[The Costs of Pretending That There Are Data-Generating Probability Distributions in the Social World ↗](https://doi.org/10.1145/3805689.3806478)**Benedikt T. A. Höltgen, Robert C. Williamson*2 citations*
19. **[Toward Third-Party Assurance of AI Systems: Design Requirements, Prototype, and Early Testing ↗](https://doi.org/10.1145/3805689.3806759)**Rachel Kim, Blaine Kuehnert, Alice Lai et al.*2 citations*
20. **[When Saying “No” Is Not Enough: Cognitive-Action Decoupling and the Illusion of Safety in LLM Agents ↗](https://doi.org/10.1145/3805689.3812378)**Shasha Yu, Fiona Carroll, Barry L. Bentley*2 citations*
21. **[A Marketplace for AI-Generated Adult Content and Deepfakes ↗](https://doi.org/10.1145/3805689.3812321)**Shalmoli Ghosh, Matthew DeVerna, Filippo Menczer*1 citation*
22. **[A Neuro-Symbolic Framework for Legal Accountability in Public-Sector AI ↗](https://doi.org/10.1145/3805689.3812335)**Allen Daniel Sunny, Ido Sivan-Sevilla*1 citation*
23. **[A Review of Taxonomies of Explainable AI (XAI) Evaluation ↗](https://doi.org/10.1145/3805689.3806537)**Timo Speith*1 citation*
24. **[A Scoping Review of the Ethical Perspectives on Anthropomorphising Large Language Model-Based Conversational Agents ↗](https://doi.org/10.1145/3805689.3812324)**Andrea Ferrario, Rasita Vinay, Matteo Casserini et al.*1 citation*
25. **[Aesthetics as Structural Harm: Algorithmic Lookism Across Text-to-Image Generation and Classification ↗](https://doi.org/10.1145/3805689.3806810)**Miriam Doh, Aditya Gulati, C. Canali et al.*1 citation*
26. **[Affordance Analyses of AI Safety Policies: A Proof-of-Concept using OpenAI's Preparedness Framework ↗](https://doi.org/10.1145/3805689.3812331)**Sam Coggins, Alexander K. Saeri, Katherine A. Daniell et al.*1 citation*
27. **[Aligning Recommendations with User Popularity Preferences ↗](https://doi.org/10.1145/3805689.3806483)**Mona Schirmer, Anton Thielmann, Pola Schwöbel et al.*1 citation*
28. **[BASIL: Bayesian Assessment of Sycophancy in LLMs ↗](https://doi.org/10.1145/3805689.3812404)**Katherine Atwell, Pedram Heydari, Anthony Sicilia et al.*1 citation*
29. **[Beyond Categories of Caste: Examining Caste Bias and Morality in Text-to-Image AI Models ↗](https://doi.org/10.1145/3805689.3806720)**Divyanshu Kumar Singh, Dipto Das, Deepika Rama Subramanian et al.*1 citation*
30. **[Beyond Explanation: Evidentiary Rights for Algorithmic Accountability ↗](https://doi.org/10.1145/3805689.3806532)**Matthew P. Stewart*1 citation*
31. **[Beyond the Single Turn: Reframing Refusals as Dynamic Experiences Embedded in the Context of Mental Health Support Interactions with LLMs ↗](https://doi.org/10.1145/3805689.3806723)**Ningjing Tang, Alice Qian Zhang, Qiaosi Wang et al.*1 citation*
32. **[Cripping AI: Reimagining AI Through Lived Disability Experiences ↗](https://doi.org/10.1145/3805689.3806744)**Xinru Tang, Ting-an Lin, Jingjin Li et al.*1 citation*
33. **[Dissociative Identity: Language Model Agents Lack Grounding for Reputation Mechanisms ↗](https://doi.org/10.1145/3805689.3806748)**Botao Amber Hu, Helena Rong, Max G. Van Kleek*1 citation*
34. **[Edge interventions can mitigate demographic and prestige disparities in the computer science coauthorship network ↗](https://doi.org/10.1145/3805689.3806762)**Kate Barnes, Mia Ellis-Einhorn, Carolina Chávez-Ruelas et al.*1 citation*
35. **[Evaluating AI-Generated Images of Cultural Artifacts with Community-Informed Rubrics ↗](https://doi.org/10.1145/3805689.3812222)**Nari Johnson, Deepthi Sudharsan, Hamna et al.*1 citation*
36. **[Expert Evaluation and the Limits of Human Feedback in Mental Health AI Safety Testing ↗](https://doi.org/10.1145/3805689.3812332)**Kiana Jafari Meimandi, Paul Ulrich Nikolaus Rust, Duncan Eddy et al.*1 citation*
37. **[Fact-Checkers Navigating Generative AI: Practices, Boundaries, and Design Implications ↗](https://doi.org/10.1145/3805689.3806474)**Basak Bozkurt, Mohsen Mosleh, Helen Zerlina Margetts*1 citation*
38. **[FairTree: Subgroup Fairness Auditing of Machine Learning Models with Bias-Variance Decomposition ↗](https://doi.org/10.1145/3805689.3812354)**Rudolf Debelak*1 citation*
39. **[Frankenstein in the Pipeline: Computational Epistemicide in Facial Recognition ↗](https://doi.org/10.1145/3805689.3812284)**Nina da Hora*1 citation*
40. **[From Cradle to Cloud: A Life Cycle Review of AI's Environmental Footprint ↗](https://doi.org/10.1145/3805689.3812401)**Katherine Lambert, Alexandra Sasha Luccioni*1 citation*
41. **[Generating the Modal Worker: A Cross-Model Audit of Race and Gender in LLM-Generated Personas Across 41 Occupations ↗](https://doi.org/10.1145/3805689.3812221)**Ilona van der Linden, Sahana Kumar, Arnav Dixit et al.*1 citation*
42. **[Invisible AI Infrastructure for Safety-Net Healthcare Organizations ↗](https://doi.org/10.1145/3805689.3812211)**Jee Young Kim, Ciera Thomas, Sena Kpodzro et al.*1 citation*
43. **[Large Language Lovers: Lived Experiences of Negotiating Agency and Platform Control in AI Companionship ↗](https://doi.org/10.1145/3805689.3806746)**Patrick Yung Kang Lee, Jessica Y. Bo, Zixin Zhao et al.*1 citation*
44. **[Navigating Organizational Infrastructures: Addressing Ethics Uncertainty Experienced by Middle Managers in AI Development ↗](https://doi.org/10.1145/3805689.3812407)**Ajit G. Pillai, Inha Cha, Richmond Y. Wong*1 citation*
45. **[Proposing PaFRIA: A Participatory Fundamental Rights Impact Assessment Aligned with the EU AI Act ↗](https://doi.org/10.1145/3805689.3806497)**Chiara Ullstein, Michel Hohendanner, Orestis Papakyriakopoulos et al.*1 citation*
46. **[Putting the ‘Practice’ in Critical Technical Practice: A Decision-Making Pedagogy for the Public Interest Technology Clinic ↗](https://doi.org/10.1145/3805689.3806542)**Lauren Marietta Chambers, Diag Davenport*1 citation*
47. **[Quantifying the Privacy of Counterfactuals by Leveraging Membership Inference Attacks Against Synthetic Data ↗](https://doi.org/10.1145/3805689.3812361)**Maryam Babaei, Yingke Wang, Hadrien Lautraite et al.*1 citation*
48. **[Scrutinizing Index-Based Risk Assessments: A Case Study in NYC Decision-making for Heat Emergency Management ↗](https://doi.org/10.1145/3805689.3812405)**Jennah Gosciak, Luke Boyce, Angelina Wang et al.*1 citation*
49. **[Seeking Late Night Life Lines: Experiences of Conversational AI Use in Mental Health Crisis ↗](https://doi.org/10.1145/3805689.3812256)**Leah Ajmani, Arka Ghosh, Benjamin T. Kaveladze et al.*1 citation*
50. **[Strategic Polysemy in AI Discourse: A Philosophical Analysis of Language, Hype, and Power ↗](https://doi.org/10.1145/3805689.3812399)**Travis LaCroix, Fintan Mallory, Alexandra Sasha Luccioni*1 citation*
51. **[The Accountability Paradox: How Platform API Restrictions Undermine AI Transparency Mandates ↗](https://doi.org/10.1145/3805689.3812289)**Florian A. D. Burnat, Brittany I Davidson*1 citation*
52. **[The Doctor Will (Still) See You Now: On the Structural Limits of Agentic AI in Healthcare ↗](https://doi.org/10.1145/3805689.3812224)**Gabriela Aránguiz-Dias, Kiana Jafari Meimandi, Allie Griffith et al.*1 citation*
53. **[The Fragility of Moral Judgment in Large Language Models ↗](https://doi.org/10.1145/3805689.3806447)**Tom van Nuenen, Pratik Sachdeva*1 citation*
54. **[Toward Individual Fairness Without Centralized Data: Selective Counterfactual Consistency for Vertical Federated Learning ↗](https://doi.org/10.1145/3805689.3812242)**Dawood Wasif, Chandan K. Reddy, Terrence J. Moore et al.*1 citation*
55. **[Uncovering Blindspots for Systemic Safety: Relational Accountability in Maritime Autonomous Systems ↗](https://doi.org/10.1145/3805689.3806753)**A. Ghoshal, Caitlin Bentley, Gordon Meadow et al.*1 citation*
56. **[When Identity Overrides Incentives: Representational Choices as Governance Decisions in Multi-Agent LLM Systems ↗](https://doi.org/10.1145/3805689.3812218)**Viswonathan Manoranjan, Snehalkumar S. Gaikwad*1 citation*
57. **[Your LLM Has a Passport: Investigating Brand Origin Geographic Bias in E-Commerce Rankings ↗](https://doi.org/10.1145/3805689.3806438)**Filippo Betello, Paul Missault, Tamara Czinczoll et al.*1 citation*
58. **[“CHAT WITH ME below as if I were a human”: Insights from Auditing AI Chatbots for Survivors of Domestic Violence ↗](https://doi.org/10.1145/3805689.3812260)**Poveda Julio, Alyssa Lanter, Isabela Antoniuk et al.*1 citation*
59. **[A Dual Role Collision: How Generative AI's Intertwining Productivity Support and Social Support Reshape Indie Game Developers' Creative Work ↗](https://doi.org/10.1145/3805689.3812248)**Ruchi Panchanadikar, Yang Hu, Guo Freeman
60. **[A Gender-Diverse Perspective of Bias in Large Language Models ↗](https://doi.org/10.1145/3805689.3812257)**Aimen Gaba, Emily Wall, Os Keyes et al.
61. **[A Human-Centric Framework for Data Attribution in Large Language Models ↗](https://doi.org/10.1145/3805689.3812236)**Amelie Wuehrl, Mattes Ruckdeschel, Kyle Lo et al.
62. **[A Methodology to Assess Polarization on Social Media ↗](https://doi.org/10.1145/3805689.3812263)**Diptish Dey, Mona Alashhy, Debarati Bhaumik et al.
63. **[A Position is Not a Credential: How Positionality Statements Can Promote Social Accountability and Productive Dissent ↗](https://doi.org/10.1145/3805689.3812415)**Aurora Zhang, Anthony Bau
64. **[A pipeline for enabling path-specific causal fairness in observational health data ↗](https://doi.org/10.1145/3805689.3806507)**Aparajita Kashyap, Sara Matijevic, Noémie Elhadad et al.
65. **[A “Thousand Cuts”: Experiences of Women and Non-binary IT Workers with the Gendered Language of Computing ↗](https://doi.org/10.1145/3805689.3806730)**Mannat Kaur, Aishwarya Hiwrale, Simran Munot
66. **[AI Automatons: AI Systems Intended to Imitate Humans ↗](https://doi.org/10.1145/3805689.3812377)**Alexandra Olteanu, Solon Barocas, Su Lin Blodgett et al.
67. **[AI Washing Inflates Expected Performance but Not Interaction Outcomes: An AI Placebo Study Using Fitts' Law ↗](https://doi.org/10.1145/3805689.3812249)**Nick von Felten, Luisa Ella Müller, Johannes Schöning
68. **[AI at the Front Lines of Platform Governance: Using LLMs to Support Illegal Content Reporting under the Digital Services Act ↗](https://doi.org/10.1145/3805689.3812301)**Marie-Therese Sekwenz, Shreyan Biswas, Rita Gsenger et al.
69. **[AI of the People, by the People, for the People: A Social Choice Approach to Collective Control of Artificial Intelligence ↗](https://doi.org/10.1145/3805689.3806808)**Paul Anton Bachmann, Niclas Boehmer, Lukas Daniel Klausner et al.
70. **[Accountability Challenges in AI-Automated Life Cycle Assessments ↗](https://doi.org/10.1145/3805689.3812254)**Nathan Preuss, Fengqi You
71. **[Accountability Gaps in the Fake Follower Market ↗](https://doi.org/10.1145/3805689.3806758)**Maxim Kolomeets, Rebecca Owens, Hicham Hammouchi et al.
72. **[Adinkra Symbols through Generative AI: A Semiotic Analysis of Emoji-Based Translation ↗](https://doi.org/10.1145/3805689.3806725)**Jaye Nias, Saurav Keshari Aryal, Kamili Campbell et al.
73. **[Advancing Regulation in Artificial Intelligence: An Auction-Based Approach ↗](https://doi.org/10.1145/3805689.3812397)**Marco Bornstein, Zora Che, Suhas Julapalli et al.
74. **[Algorithm Auditing Policies Rest on Flawed Assumptions About Public Sector Systems ↗](https://doi.org/10.1145/3805689.3812280)**Nel Escher, Nikola Banović, Ben Green
75. **[All Eyes on the Ranker: Participatory Auditing to Surface Blind Spots in Ranked Search Results ↗](https://doi.org/10.1145/3805689.3806467)**Anna Marie Rezk, Patrizia Di Campli San Vito, Ayah Soufan et al.
76. **[Ambiguity Collapse by LLMs: A Taxonomy of Epistemic Risks ↗](https://doi.org/10.1145/3805689.3806469)**Shira Gur-Arieh, Angelina Wang, Sina Fazelpour
77. **[Amplifying Global Voices: Building a Localized Data Platform for Globalized AI ↗](https://doi.org/10.1145/3805689.3812319)**Qazi Mamunur Rashid, Joyce Nakatumba Nabende, Erin van Liemt et al.
78. **[Auditing LLM Responses in a Complex Policy Landscape: Abortion Law in the United States ↗](https://doi.org/10.1145/3805689.3806451)**Ro Encarnación, Christen Jones, Danaë Metaxa
79. **[Auditing LLM-Governed Social Robots with Culture-Specific Moral Gradients ↗](https://doi.org/10.1145/3805689.3812366)**Carmen Ng, Gjergji Kasneci
80. **[Auditing a Robotic System for the AI Act ↗](https://doi.org/10.1145/3805689.3812223)**Laura Lucaj, Felix Bok, Patrick van der Smagt
81. **[Auditing the Space Between Languages: Character Representation in Bilingual Young Adult Literature ↗](https://doi.org/10.1145/3805689.3806471)**Tanay Nagar, Pragati Maheshwary, Shamya Karumbaiah
82. **[Automated bias blind spots: Examining stereotype associations in VLM-as-a-judge paradigms ↗](https://doi.org/10.1145/3805689.3806459)**Rachel S. Hong, Anaelia Ovalle, Megan Ung et al.
83. **[Automating civilian harm: On Israel's use of the AI-enabled targeting system Lavender in Gaza and International Humanitarian Law ↗](https://doi.org/10.1145/3805689.3812357)**Rainer Rehak, Taylor Kate Woodcock
84. **[BNIM in Participatory AI Design: Centering Minoritized Lived Experiences in Healthcare ↗](https://doi.org/10.1145/3805689.3812390)**Tijs C. Portegies, Maaike Harbers, Giovanni Sileno et al.
85. **[Barriers to Evidence in AI-Related Cases and the Privatization of Proof ↗](https://doi.org/10.1145/3805689.3812219)**Sarah Huiyi Cen, Hannah Ismael, Lucia Zheng
86. **[BengaliMoralBench: A Benchmark for Auditing Moral Reasoning in Large Language Models within Bengali Language and Culture ↗](https://doi.org/10.1145/3805689.3812230)**Shahriyar Zaman Ridoy, Azmine Toushik Wasi, Koushik Ahamed Tonmoy et al.
87. **[Beyond Base Metric: The Critical and Overlooked Role of Meta-Metrics in Intersectional Fairness ↗](https://doi.org/10.1145/3805689.3812417)**Jeanne Monnier, Thomas George, Frédéric Guyard et al.
88. **[Beyond Price: A Technical Quality Framework for AI Antitrust ↗](https://doi.org/10.1145/3805689.3812338)**Patrick Y. Wu
89. **[Beyond Readability Metrics: Plain Language Priorities in Disability Advocacy Organizations ↗](https://doi.org/10.1145/3805689.3806722)**Anukriti Kumar, Kate S Glazko, Yueran Sun et al.
90. **[Beyond Semantic Similarity: A Component-Wise Evaluation Framework for Medical Question Answering Systems with Health Equity Implications ↗](https://doi.org/10.1145/3805689.3812342)**Abu Noman Sakib, Md. Main Oddin Chisty, Zijie Zhang
91. **[Beyond the Response: Examining Reasoning and Execution Fidelity in Large Language Models for Mental Health ↗](https://doi.org/10.1145/3805689.3806456)**Sarvech Qadir, Congning Ni, Mihir Sachin Vaidya et al.
92. **[Brainrot: Deskilling and Addiction are Overlooked AI Risks ↗](https://doi.org/10.1145/3805689.3812306)**Ilias Chalkidis, Anders Søgaard
93. **[Bridging the Scale Gap: Augmenting Human Red-Teaming to Uncover Latent Risks in T2I Models ↗](https://doi.org/10.1145/3805689.3812210)**Jessica Ayeley Quaye, Alicia Parrish, Charvi Rastogi et al.
94. **[Bureaucratic Silences: What the Canadian AI Register Reveals, Omits, and Obscures ↗](https://doi.org/10.1145/3805689.3812336)**Dipto Das, Christelle Tessono, Syed Ishtiaque Ahmed et al.
95. **[C ounter F ace : A Synthetic Face Dataset for Fine-Grained Counterfactual Evaluation of Face Recognition Systems ↗](https://doi.org/10.1145/3805689.3812410)**Guruprasad V Ramesh, Ashish Hooda, Shimaa Ahmed et al.
96. **[Can LLMs Cook Jamaican Couscous? A Study of Cultural Novelty in Recipe Generation ↗](https://doi.org/10.1145/3805689.3806508)**Florian Carichon, Romain Rampa, Golnoosh Farnadi
97. **[Can Large Language Models Really Recognize Your Name? ↗](https://doi.org/10.1145/3805689.3806747)**Dzung Pham, Peter Kairouz, Fatemehsadat Mireshghallah et al.
98. **[Caught in the Loop: How Algorithmic Management Disempowers Frontline Supervisors ↗](https://doi.org/10.1145/3805689.3812344)**Furkan Oezdemir, Alireza Alizadeh, Alexander Benlian et al.
99. **[Challenges to Grassroots Organization Engagement with AI Policy ↗](https://doi.org/10.1145/3805689.3806765)**Carter Buckner, Jennifer Mickel, Nandhini Swaminathan et al.
100. **[Classifying by Proxy: Explainable and Reproducible Ensemble of Proxy Tasks for Child Sexual Abuse Imagery Classification ↗](https://doi.org/10.1145/3805689.3806745)**Clara Ernesto, Carlos Caetano, Sandra Avila et al.

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