---
title: "FAccT 2026 — accepted papers — Elamur Research"
description: "FAccT 2026 — accepted papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2026/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2026/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [FAccT](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/) / 2026

# 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.

[**314** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2026/#works) · [**0** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2026/#works)

## 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 ↗](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*

## 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 ↗](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*

[See all 314 papers in FAccT 2026 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2026/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 Models](https://md.research.elamur.ai/free/en/papers/kondapally-2026-side-side-comparison-amplifies-dialect/) [ACM Conference on Fairness, Accountability, and Transparency (FAccT)](https://md.research.elamur.ai/free/en/venues/acm-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)](https://md.research.elamur.ai/free/en/topics/language-models/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Claire J. Smerdon**1 work here](https://md.research.elamur.ai/free/en/authors/claire-j-smerdon/) · [🧑‍🔬**Jaspreet Ranjit**1 work here](https://md.research.elamur.ai/free/en/authors/jaspreet-ranjit/) · [🧑‍🔬**Matthew Finlayson**1 work here](https://md.research.elamur.ai/free/en/authors/matthew-finlayson/) · [🧑‍🔬**Swabha Swayamdipta**1 work here](https://md.research.elamur.ai/free/en/authors/swabha-swayamdipta/)

## Top institutions

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

[🎓**University of Southern California** Los Angeles · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/)

works and citations from OpenAlex and our library.

- [← previous FAccT 2025](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2025/)
- [↑ back to FAccT](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/)