---
title: "FAccT 2025 — accepted papers — Elamur Research"
description: "FAccT 2025 — 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/2025/"
---
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# FAccT 2025 — accepted papers

FAccT 2025 is the 2025 edition of the ACM Conference on Fairness, Accountability, and Transparency (FAccT). OpenAlex lists 206 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.

[**206** 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/2025/#works) · [**6** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2025/#works)

## Most cited papers

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

1. **[Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers. ↗](https://doi.org/10.1145/3715275.3732039)**Jared Moore, Declan J Grabb, William S. Agnew et al.*191 citations*
2. **[People cannot distinguish GPT-4 from a human in a Turing test ↗](https://doi.org/10.1145/3715275.3732108)**Cameron R. Jones, Ishika Rathi, Sydney Taylor et al.*76 citations*
3. **[From Efficiency Gains to Rebound Effects: The Problem of Jevons' Paradox in AI's Polarized Environmental Debate ↗](https://doi.org/10.1145/3715275.3732007)**Alexandra Sasha Luccioni, Emma Strubell, Kate Crawford*62 citations*
4. **[From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents ↗](https://doi.org/10.1145/3715275.3732063)**Mohit Chandra, Suchismita Naik, Denae Ford et al.*44 citations*
5. **[Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI ↗](https://doi.org/10.1145/3715275.3732006)**Gael P. Varoquaux, Alexandra Sasha Luccioni, Meredith Whittaker*34 citations*
6. **[Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs) ↗](https://doi.org/10.1145/3715275.3732038)**Anna Neumann, Elisabeth Kirsten, Muhammad Bilal Zafar et al.*25 citations*
7. **[Difficult Lessons on Social Prediction from Wisconsin Public Schools ↗](https://doi.org/10.1145/3715275.3732175)**Juan C. Perdomo, Tolani Britton, Moritz Hardt et al.*23 citations*
8. **[“It’s not a representation of me”: Examining Accent Bias and Digital Exclusion in Synthetic AI Voice Services ↗](https://doi.org/10.1145/3715275.3732018)**Shira Michel, Sufi Kaur, Sarah Elizabeth Gillespie et al.*22 citations*
9. **[Investigating Youth AI Auditing ↗](https://doi.org/10.1145/3715275.3732142)**Jaemarie Solyst, Cindy Peng, Wesley Hanwen Deng et al.*21 citations*
10. **[Responsible AI in Education: Understanding Teachers’ Priorities and Contextual Challenges ↗](https://doi.org/10.1145/3715275.3732176)**Yaxuan Yin, Shamya Karumbaiah, Shona Acquaye*20 citations*

## All accepted papers (206)

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

1. **[Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers. ↗](https://doi.org/10.1145/3715275.3732039)**Jared Moore, Declan J Grabb, William S. Agnew et al.*191 citations*
2. **[People cannot distinguish GPT-4 from a human in a Turing test ↗](https://doi.org/10.1145/3715275.3732108)**Cameron R. Jones, Ishika Rathi, Sydney Taylor et al.*76 citations*
3. **[From Efficiency Gains to Rebound Effects: The Problem of Jevons' Paradox in AI's Polarized Environmental Debate ↗](https://doi.org/10.1145/3715275.3732007)**Alexandra Sasha Luccioni, Emma Strubell, Kate Crawford*62 citations*
4. **[From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents ↗](https://doi.org/10.1145/3715275.3732063)**Mohit Chandra, Suchismita Naik, Denae Ford et al.*44 citations*
5. **[Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI ↗](https://doi.org/10.1145/3715275.3732006)**Gael P. Varoquaux, Alexandra Sasha Luccioni, Meredith Whittaker*34 citations*
6. **[Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs) ↗](https://doi.org/10.1145/3715275.3732038)**Anna Neumann, Elisabeth Kirsten, Muhammad Bilal Zafar et al.*25 citations*
7. **[Difficult Lessons on Social Prediction from Wisconsin Public Schools ↗](https://doi.org/10.1145/3715275.3732175)**Juan C. Perdomo, Tolani Britton, Moritz Hardt et al.*23 citations*
8. **[“It’s not a representation of me”: Examining Accent Bias and Digital Exclusion in Synthetic AI Voice Services ↗](https://doi.org/10.1145/3715275.3732018)**Shira Michel, Sufi Kaur, Sarah Elizabeth Gillespie et al.*22 citations*
9. **[Investigating Youth AI Auditing ↗](https://doi.org/10.1145/3715275.3732142)**Jaemarie Solyst, Cindy Peng, Wesley Hanwen Deng et al.*21 citations*
10. **[Responsible AI in Education: Understanding Teachers’ Priorities and Contextual Challenges ↗](https://doi.org/10.1145/3715275.3732176)**Yaxuan Yin, Shamya Karumbaiah, Shona Acquaye*20 citations*
11. **[AI Attitudes Among Marginalized Populations in the U.S.: Nonbinary, Transgender, and Disabled Individuals Report More Negative AI Attitudes ↗](https://doi.org/10.1145/3715275.3732081)**Oliver L. Haimson, Samuel Mayworm, Alexis Shore Ingber et al.*19 citations*
12. **[To Trust or Distrust AI: A Questionnaire Validation Study ↗](https://doi.org/10.1145/3715275.3732025)**Nicolas Scharowski, Sebastian A. C. Perrig, Nick von Felten et al.*19 citations*
13. **[Search Engines in the AI Era: A Qualitative Understanding to the False Promise of Factual and Verifiable Source-Cited Responses in LLM-based Search ↗](https://doi.org/10.1145/3715275.3732089)**Pranav Narayanan Venkit, Philippe Laban, Yilun Zhou et al.*18 citations*
14. **[Comparing Apples to Oranges: A Taxonomy for Navigating the Global Landscape of AI Regulation ↗](https://doi.org/10.1145/3715275.3732059)**Sacha Alanoca, Shira Gur-Arieh, Tom Zick et al.*17 citations*
15. **[Deepfakes on Demand: The rise of accessible non-consensual deepfake image generators ↗](https://doi.org/10.1145/3715275.3732107)**Will Hawkins, Brent Mittelstadt, Chris Russell*17 citations*
16. **[In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review ↗](https://doi.org/10.1145/3715275.3732035)**Amelia Jiménez-Sánchez, Natalia-Rozalia Avlona, Sarah de Boer et al.*17 citations*
17. **["Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalism ↗](https://doi.org/10.1145/3715275.3732198)**Emily Tseng, Meg Young, Marianne Aubin Le Quéré et al.*16 citations*
18. **[Auditing Political Exposure Bias: Algorithmic Amplification on Twitter/X During the 2024 U.S. Presidential Election ↗](https://doi.org/10.1145/3715275.3732159)**Jinyi Ye, Luca Luceri, Emilio Ferrara*16 citations*
19. **[Stakeholder Participation for Responsible AI Development: Disconnects Between Guidance and Current Practice ↗](https://doi.org/10.1145/3715275.3732069)**Emma Kallina, Thomas Bohné, Jatinder Pal Singh*16 citations*
20. **[Un-Straightening Generative AI: How Queer Artists Surface and Challenge Model Normativity ↗](https://doi.org/10.1145/3715275.3732061)**Jordan Taylor, Joel Mire, Franchesca Spektor et al.*16 citations*
21. **[“You Cannot Sound Like GPT": Signs of language discrimination and resistance in computer science publishing ↗](https://doi.org/10.1145/3715275.3732202)**Haley Lepp, Daniel Scott Smith*16 citations*
22. **[African Data Ethics: A Discursive Framework for Black Decolonial AI ↗](https://doi.org/10.1145/3715275.3732023)**Teanna Barrett, Chinasa T. Okolo, B. Biira et al.*15 citations*
23. **[Randomness, Not Representation: The Unreliability of Evaluating Cultural Alignment in LLMs ↗](https://doi.org/10.1145/3715275.3732147)**Ariba Khan, Stephen Casper, Dylan Hadfield-Menell*15 citations*
24. **[The “Who", “What", and “How" of Responsible AI Governance: A Systematic Review and Meta-Analysis of (Actor, Stage)-Specific Tools ↗](https://doi.org/10.1145/3715275.3732191)**Blaine Kuehnert, Rachel Kim, Jodi Forlizzi et al.*15 citations*
25. **[Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models ↗](https://doi.org/10.1145/3715275.3732054)**Konstantina Palla, José Luis Redondo-García, Claudia Hauff et al.*14 citations*

[See all 206 papers in FAccT 2025 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/2025/papers/)

## Papers with our summary in our library (1)

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

1. **[Designing Speech Technologies for Australian Aboriginal English: Opportunities, Risks and Participation](https://md.research.elamur.ai/free/en/papers/hutchinson-2025-designing-speech-technologies-australian-aboriginal/) [ACM Conference on Fairness, Accountability, and Transparency (FAccT)](https://md.research.elamur.ai/free/en/venues/acm-conference-on-fairness-accountability-and-transparency-facct/)**Ben Hutchinson, Celeste Rodriguez Louro, Glenys Collard, et al.*2025 · 6 citations*

## Top topics

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

[Speech & spoken language (1)](https://md.research.elamur.ai/free/en/topics/speech/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## 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.

[🧑‍🔬**Ben Hutchinson**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/ben-hutchinson/)

## Top institutions

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

[🎓**Australian National University** Canberra · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/australian-national-university/) · [🎓**The University of Western Australia** Perth · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-western-australia/)

works and citations from OpenAlex and our library.

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