📰 FAccT 2026 — accepted papers

FAccT 2026 is the 2026 edition of the ACM Conference on Fairness, Accountability, and Transparency (FAccT). OpenAlex lists 314 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Standard Language Ideology in AI-Generated Language ↗Genevieve Macfarlane Smith, Eve Fleisig, Ishita Rustagi et al.12 citations
2. Characterizing Delusional Spirals through Human-LLM Chat Logs ↗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 ↗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 ↗Cedric Faas, Richard Uth, Sarah Sterz et al.5 citations
5. AI, Digital Platforms, and the New Systemic Risk ↗Philipp Hacker, Lilian Edwards, Atoosa Kasirzadeh5 citations
6. Big AI's Regulatory Capture: Mapping Industry Interference and Government Complicity ↗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 ↗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 ↗Jaron Mink, Lucy Qin, Elissa M. Redmiles4 citations
9. Addressing Auditing Pitfalls in Automatic Speech Recognition Technologies: A Case Study of People with Aphasia ↗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 A Survey of OCR Evaluation Methods and Metrics and the Invisibility of Historical Documents ↗Fitsum Sileshi Beyene, Christopher L. Dancy2 citations

All accepted papers (314)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Standard Language Ideology in AI-Generated Language ↗Genevieve Macfarlane Smith, Eve Fleisig, Ishita Rustagi et al.12 citations
2. Characterizing Delusional Spirals through Human-LLM Chat Logs ↗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 ↗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 ↗Cedric Faas, Richard Uth, Sarah Sterz et al.5 citations
5. AI, Digital Platforms, and the New Systemic Risk ↗Philipp Hacker, Lilian Edwards, Atoosa Kasirzadeh5 citations
6. Big AI's Regulatory Capture: Mapping Industry Interference and Government Complicity ↗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 ↗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 ↗Jaron Mink, Lucy Qin, Elissa M. Redmiles4 citations
9. Addressing Auditing Pitfalls in Automatic Speech Recognition Technologies: A Case Study of People with Aphasia ↗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 ↗Fitsum Sileshi Beyene, Christopher L. Dancy2 citations
11. Algorithmic Monocultures in Hiring ↗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) ↗Mariame Tighanimine, Jessica Pidoux, Sonia Kgomo et al.2 citations
13. Do LLMs Favor LLMs? Quantifying Interaction Effects in Peer Review ↗Vibhhu Sharma, Thorsten Joachims, Sarah Dean2 citations
14. Language Disparities in Moderation Workforce Allocation by Social Media Platforms ↗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 ↗Jessica Pidoux, Mariame Tighanimine, Sofia Kypraiou et al.2 citations
16. Societal Frameworks Can Improve LLM Alignment ↗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 ↗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 ↗Benedikt T. A. Höltgen, Robert C. Williamson2 citations
19. Toward Third-Party Assurance of AI Systems: Design Requirements, Prototype, and Early Testing ↗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 ↗Shasha Yu, Fiona Carroll, Barry L. Bentley2 citations
21. A Marketplace for AI-Generated Adult Content and Deepfakes ↗Shalmoli Ghosh, Matthew DeVerna, Filippo Menczer1 citation
22. A Neuro-Symbolic Framework for Legal Accountability in Public-Sector AI ↗Allen Daniel Sunny, Ido Sivan-Sevilla1 citation
23. A Review of Taxonomies of Explainable AI (XAI) Evaluation ↗Timo Speith1 citation
24. A Scoping Review of the Ethical Perspectives on Anthropomorphising Large Language Model-Based Conversational Agents ↗Andrea Ferrario, Rasita Vinay, Matteo Casserini et al.1 citation
25. Aesthetics as Structural Harm: Algorithmic Lookism Across Text-to-Image Generation and Classification ↗Miriam Doh, Aditya Gulati, C. Canali et al.1 citation

See all 314 papers in FAccT 2026 — accepted papers →

📄 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. Side-by-side Comparison Amplifies Dialect Bias in Language ModelsACM Conference on Fairness, Accountability, and Transparency (FAccT)Kritee Kondapally, Claire J. Smerdon, Pooja C. Patel, et al.2026

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)🤝Social Sciences (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of Southern CaliforniaLos Angeles · United States1 work here

works and citations from OpenAlex and our library.

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