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# Proceedings of the AAAI/ACM Conference on AI Ethics and Society 2025: all accepted papers

298 papers · page 2 of 3 · the most cited first · [← Proceedings of the AAAI/ACM Conference on AI Ethics and Society 2025](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-acm-conference-on-ai-ethics-and-society/2025/)

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101. **["Do Your Guardrails Even Guard?” Method for Evaluating Effectiveness of Moderation Guardrails in Aligning LLM Outputs with Expert User Expectations ↗](https://doi.org/10.1609/aies.v8i1.36583)**Anindya Das Antar, Xun Huan, Nikola Banović*1 citation*
102. **[$100,000 or the Robot Gets It! Tech Workers’ Resistance Guide: Tech Worker Actions, History, Risks, Impacts, and the Case for a Radical Flank ↗](https://doi.org/10.1609/aies.v8i1.36526)**Mohamed Abdalla*1 citation*
103. **[A Moral Agency Framework for Legitimate Integration of AI in Bureaucracies (Extended Abstract) ↗](https://doi.org/10.1609/aies.v8i3.36714)**Chris Schmitz, Joanna Joy Bryson*1 citation*
104. **[AI Ethics for Creativity ↗](https://doi.org/10.1609/aies.v7i2.31897)**Alayt Issak*1 citation*
105. **[AI Ethics in Cyborg Anthropology: Examining AI-Driven Job Displacement Among Women and Marginalized Groups ↗](https://doi.org/10.1609/aies.v8i3.36777)**Tessina Grant Moloney*1 citation*
106. **[AI Managing Agent-Based Healthcare Processes ↗](https://doi.org/10.1609/aies.v8i2.36617)**Simon Grange, Pearl Rwauya, Safa Alameri et al.*1 citation*
107. **[AI Policy for Whom? Reclaiming Governance from Capitalist Capture ↗](https://doi.org/10.1609/aies.v8i1.36594)**Petter Ericson, Rachele Carli, Jason Tucker et al.*1 citation*
108. **[Against AI Jurisprudence: Large Language Models and the False Promises of Empirical Judging ↗](https://doi.org/10.1609/aies.v8i3.36695)**Dasha Pruss, Jessie Allen*1 citation*
109. **[Algorithmic Fairness Beyond Legally Protected Groups and When Group Labels Are Unknown ↗](https://doi.org/10.1609/aies.v8i1.36582)**Abdoul Jalil Djiberou Mahamadou, Judy Wawira Gichoya, Artem A. Trotsyuk*1 citation*
110. **[Between Code and Creed: Islamic Ethical In-Betweenness on AI in Indonesia ↗](https://doi.org/10.1609/aies.v8i3.36800)**Daphne Wong-A-Foe*1 citation*
111. **[Bias Is a Math Problem, AI Bias Is a Technical Problem: 10-Year Literature Review of AI/LLM Bias Research Reveals Narrow Gender-Centric Conceptions of ‘Bias’, and Academia-Industry Gap ↗](https://doi.org/10.1609/aies.v8i2.36613)**Sourojit Ghosh, Kyra Wilson*1 citation*
112. **[Biased AI Outputs Can Impact Humans’ Implicit Bias: A Case Study of the Impact of Gender-Biased Text-to-Image Generators ↗](https://doi.org/10.1609/aies.v8i3.36723)**Mattea Sim, Natalie Grace Brigham, Tadayoshi Kohno et al.*1 citation*
113. **[Binary Optics: Colonial Classification of Trans Lives in Algorithmic Technologies ↗](https://doi.org/10.1609/aies.v8i3.36786)**Christoffer Koch Andersen*1 citation*
114. **[Bridging Liability Gaps in the Age of AI: The Case for No-Fault Compensation Schemes ↗](https://doi.org/10.1609/aies.v8i3.36797)**Ha-Chi Tran*1 citation*
115. **[Bridging Research Gaps Between Academic Research and Legal Investigations of Algorithmic Discrimination ↗](https://doi.org/10.1609/aies.v8i1.36573)**Colleen V. Chien, Anna Zink, Irene Y. Chen*1 citation*
116. **[Bubble, Bubble, AI’s Rumble: Why Global Financial Regulatory Incident Re-Porting Is Our Shield Against Systemic Stumbles ↗](https://doi.org/10.1609/aies.v8i2.36621)**Anchal Gupta, Gleb Papyshev, James Tin-Yau Kwok*1 citation*
117. **[Burying the Lead: Adjusting Goals to Manage Functional Limitations of AI Tools in Healthcare ↗](https://doi.org/10.1609/aies.v8i2.36640)**Jacqueline Kernahan, Richard Bartels, Mark de Reuver et al.*1 citation*
118. **[Decoding Global AI Governance: A Computational Linguistic Analysis of National Regulations ↗](https://doi.org/10.1609/aies.v7i2.31909)**Eryclis Silva*1 citation*
119. **[Designing Stakeholder-Based Pedagogy for AI Ethics Education: Insights from a Multi-Institutional Case Study ↗](https://doi.org/10.1609/aies.v8i3.36759)**Yifan Zhang, Harini Suresh, Julia Netter*1 citation*
120. **[Disability Across Cultures: A Human-Centered Audit of Ableism in Western and Indic LLMs ↗](https://doi.org/10.1609/aies.v8i2.36691)**Mahika Phutane, Aditya Vashistha*1 citation*
121. **[Disciplinary Practices in the Generation of Text Synthetic Data: A Critical Discourse Analysis ↗](https://doi.org/10.1609/aies.v8i1.36538)**Adriana Alvarado Garcia, Nishanshi Atulkumar Shukla, Muneeza Azmat et al.*1 citation*
122. **[Disclosure and Evaluation as Fairness Interventions for General-Purpose AI ↗](https://doi.org/10.1609/aies.v8i3.36700)**Vyoma Raman, Judy Hanwen Shen, Andy K. Zhang et al.*1 citation*
123. **[Enhancing Human-AI Collaboration through Adaptive Interaction and Explainability ↗](https://doi.org/10.1609/aies.v7i2.31900)**Zhaobin Li*1 citation*
124. **[Ethical Classification of Non-Coding Contributions in Open-Source Projects via Large Language Models ↗](https://doi.org/10.1609/aies.v8i1.36578)**Sergio Cobos, Javier Luis Izquierdo*1 citation*
125. **[Exposing AI Bias by Crowdsourcing: Democratizing Critique of Large Language Models ↗](https://doi.org/10.1609/aies.v8i2.36620)**Hangzhi Guo, Pranav Narayanan Venkit, Eunchae Jang et al.*1 citation*
126. **[Fairness and Sparsity Within Rashomon Sets: Enumeration-Free Exploration and Characterization ↗](https://doi.org/10.1609/aies.v8i2.36653)**Lucas Langlade, Julien Ferry, Gabriel Laberge et al.*1 citation*
127. **[Fairness in Social Media Platforms: Modeling Behavior and Designing Interventions ↗](https://doi.org/10.1609/aies.v8i3.36780)**Salima Jaoua*1 citation*
128. **[Fairness of Automatic Speech Recognition: Looking Through a Philosophical Lens ↗](https://doi.org/10.1609/aies.v8i1.36574)**Anna Seo Gyeong Choi, Hoon Sung Choi*1 citation*
129. **[Highlight All the Phrases: Enhancing LLM Transparency Through Visual Factuality Indicators ↗](https://doi.org/10.1609/aies.v8i1.36588)**Hyo Jin Do, Rachel Ostrand, Werner Geyer et al.*1 citation*
130. **[Improving LLM Group Fairness on Tabular Data via In-Context Learning ↗](https://doi.org/10.1609/aies.v8i1.36572)**Valeriia Cherepanova, Chia-Jung Lee, Nil-Jana Akpinar et al.*1 citation*
131. **[Improvising Accountability: The Everyday Governance Work of Responsible AI in the Public Sector ↗](https://doi.org/10.1609/aies.v8i3.36775)**Ana Gagua*1 citation*
132. **[Informing AI Risk Assessment with News Media: Analyzing National and Political Variation in the Coverage of AI Risks ↗](https://doi.org/10.1609/aies.v8i1.36533)**Mowafak Allaham, Kimon Kieslich, Nicholas A. Diakopoulos*1 citation*
133. **[Into the Void: Understanding Online Health Information in Low-Web Data Languages ↗](https://doi.org/10.1609/aies.v8i2.36683)**Hellina Hailu Nigatu, Nuredin Ali Abdelkadir, Fiker Tewelde et al.*1 citation*
134. **[Machine Learning and Public Health: Identifying and Mitigating Algorithmic Bias Through a Systematic Review ↗](https://doi.org/10.1609/aies.v8i1.36537)**Sara Altamirano, Arjan Vreeken, S. Ghebreab*1 citation*
135. **[Making Teams and Influencing Agents: Efficiently Coordinating Decision Trees for Interpretable Multi-Agent Reinforcement Learning ↗](https://doi.org/10.1609/aies.v8i1.36571)**Rex Chen, Stephanie Milani, Zhicheng Zhang et al.*1 citation*
136. **[No Such Thing as Free Brain Time: For a Pigouvian Tax on Attention Capture ↗](https://doi.org/10.1609/aies.v8i1.36555)**Hamza Belgroun, Franck Michel, Fabien L. Gandon*1 citation*
137. **[NomicLaw: Emergent Trust and Strategic Argumentation in LLMs During Collaborative Law-Making ↗](https://doi.org/10.1609/aies.v8i2.36629)**Asutosh Hota, Jussi Jokinen*1 citation*
138. **[On the Misalignment Between Legal Notions and Statistical Metrics of Intersectional Fairness ↗](https://doi.org/10.1609/aies.v8i2.36637)**Deborah Dormah Kanubala, Isabel Valera*1 citation*
139. **[PRAC3 (Privacy, Reputation, Accountability, Consent, Credit, Compensation): Voice Actors in AI Data-economy ↗](https://doi.org/10.1609/aies.v8i3.36721)**Tanusree Sharma, Yihao Zhou, Visar Berisha*1 citation*
140. **[Precedent-Based Professional Role Ethics for AI Decision Analysis ↗](https://doi.org/10.1609/aies.v8i3.36794)**Christopher B. Rauch*1 citation*
141. **[Quantitative and Organizational Approaches to Epistemic Risk in Generative and General-Purpose AI ↗](https://doi.org/10.1609/aies.v7i2.31910)**Robert Wolfe*1 citation*
142. **[Regulatory Policies on Ethics Evaluations for Large-Scale AI Systems ↗](https://doi.org/10.1609/aies.v8i3.36778)**Neha R. Gupta*1 citation*
143. **[RelAItionship Building: Analyzing Recruitment Strategies for Participatory AI ↗](https://doi.org/10.1609/aies.v8i2.36643)**Eugene S. Kim, Vaibhav Balloli, Berelian Karimian et al.*1 citation*
144. **[Responsible AI Practices: Histories, Definitions, Barriers and Future Directions ↗](https://doi.org/10.1609/aies.v8i3.36708)**Lorenn P. Ruster*1 citation*
145. **[Responsible AI in Media Organizations: Four Case Studies Implementing Ethical Tools in Practice ↗](https://doi.org/10.1609/aies.v8i2.36624)**Maaike Harbers, Sophie Horsman, Pascal Wiggers et al.*1 citation*
146. **[SESGO: Spanish Evaluation of Stereotypical Generative Outputs ↗](https://doi.org/10.1609/aies.v8i3.36707)**Melissa Robles, Catalina Bernal, Denniss Raigoso et al.*1 citation*
147. **[Schools of AI in the Public Sector: Fairness and Accountability Concerns ↗](https://doi.org/10.1609/aies.v7i2.31895)**Marc T.J Elliott*1 citation*
148. **[Sound Check: Auditing Recent Audio Dataset Practices ↗](https://doi.org/10.1609/aies.v8i1.36528)**William S. Agnew, Julia Barnett, Annie Chu et al.*1 citation*
149. **[Stop the Nonconsensual Use of Nude Images in Research ↗](https://doi.org/10.1609/aies.v8i1.36576)**Princessa Cintaqia, Arshia Arya, Elissa M. Redmiles et al.*1 citation*
150. **[Street-Level AI: Are Large Language Models Ready for Real-World Judgments? ↗](https://doi.org/10.1609/aies.v8i3.36694)**Gaurab Pokharel, Shafkat Farabi, Patrick J. Fowler et al.*1 citation*
151. **[Supporting Marginalized Learners with GenAI (Extended Abstract) ↗](https://doi.org/10.1609/aies.v8i3.36767)**Hamayoon Behmanush*1 citation*
152. **[The Socratic Dialogue as a Method for Virtue Ethics in AI: A Case Study ↗](https://doi.org/10.1609/aies.v8i3.36748)**Maarten Wilders, Íñigo Martínez de Rituerto de Troya, Roel Dobbe*1 citation*
153. **[Too Focused on Accuracy to Notice the Fallout: Towards Socially Responsible Fake News Detection ↗](https://doi.org/10.1609/aies.v8i1.36530)**Esma Aı̈meur, Gilles Brassard A, Dorsaf Sallami*1 citation*
154. **[Toward Valid Measurement of (Un)fairness for Generative AI: A Proposal for Systematization Through the Lens of Fair Equality of Chances ↗](https://doi.org/10.1609/aies.v8i3.36736)**Kimberly Le Truong, Annette Zimmermann, Hoda Heidari*1 citation*
155. **[Two-Stage Refugee Resettlement Models: Computational Aspects of the Second Stage ↗](https://doi.org/10.1609/aies.v7i2.31908)**Šimon Schierreich*1 citation*
156. **[Uncovering Gender Biases in Human-AI Platforms ↗](https://doi.org/10.1609/aies.v7i2.31898)**Siddharth D Jaiswal*1 citation*
157. **[Voice AI and Hermeneutical Injustice at the Border ↗](https://doi.org/10.1609/aies.v8i3.36787)**Suvradip Maitra*1 citation*
158. **[What Comes After Harm? Mapping Reparative Actions in AI Through Justice Frameworks ↗](https://doi.org/10.1609/aies.v8i3.36754)**Sijia Xiao, Haodi Zou, Alice Qian Zhang et al.*1 citation*
159. **[When Less Regulation Means More Complexity: The EU AI Liability Directive Withdrawal and Its Impact on European Technological Competitiveness ↗](https://doi.org/10.1609/aies.v8i2.36679)**Luca Nannini*1 citation*
160. **[When the Past Misleads: Rethinking Training Data Expansion Under Temporal Distribution Shifts ↗](https://doi.org/10.1609/aies.v8i3.36757)**Chengyuan Yao, Yunxuan Tang, Christopher Brooks et al.*1 citation*
161. **[Who Pays the RENT? Implications of Spatial Inequality for Prediction-Based Allocation Policies ↗](https://doi.org/10.1609/aies.v8i2.36666)**Tasfia Mashiat, Patrick J. Fowler, Sanmay Das*1 citation*
162. **[Write on Paper, Wrong in Practice: Why LLMs Still Struggle with Writing Clinical Notes ↗](https://doi.org/10.1609/aies.v8i2.36651)**Kristina L. Kupferschmidt, Kieran C. O’Doherty, Joshua August Skorburg*1 citation*
163. **[You Don’t Need Robust Machine Learning to Manage Adversarial Attack Risks ↗](https://doi.org/10.1609/aies.v8i3.36698)**Edward Raff, Michel Benaroch, Andrew Farris*1 citation*
164. **[“One of Silicon Valley’s Most Divisive Topics”: How the Media Discusses Openness in AI ↗](https://doi.org/10.1609/aies.v8i2.36688)**Tamara Paris, Jin Guo, AJung Moon*1 citation*
165. **["Just a Strange Pic": Rethinking 'Safety' in GenAI Image Safety Annotation Tasks from Diverse Annotators' Perspectives ↗](https://doi.org/10.1609/aies.v8i3.36742)**Ding Wang, Mark Díaz, Charvi Rastogi et al.
166. **[A Case for Data Valuation Transparency via DValCards ↗](https://doi.org/10.1609/aies.v8i2.36675)**Keziah Naggita, Julienne LaChance
167. **[A Case for Specialisation in Non-Human Entities ↗](https://doi.org/10.1609/aies.v8i1.36593)**El-Mahdi El-Mhamdi, Lê-Nguyên Hoang, Mariame Tighanimine
168. **[A Comprehensive Evaluation of the Sensitivity of Density-Ratio Estimation Based Fairness Measurement in Regression ↗](https://doi.org/10.1609/aies.v8i1.36535)**Abdalwahab Almajed, Maryam Tabar, Peyman Najafirad
169. **[A Critical Look at a Critical Care Dataset: MIMIC-IV's Construction, Contents, & Consequences ↗](https://doi.org/10.1609/aies.v8i1.36550)**Pınar Barlas
170. **[A Mathematical Philosophy of Explanations in Mechanistic Interpretability ↗](https://doi.org/10.1609/aies.v8i1.36547)**Kola Ayonrinde, Louis Jaburi
171. **[A Survey of Large Language Model Use and Its Technical Limitations in Military Systems Through a Decolonial Lens (Extended Abstract) ↗](https://doi.org/10.1609/aies.v8i3.36773)**Sonia Fereidooni
172. **[AI Contextual Framework: A Zoning Approach to Ethical AI Deployment ↗](https://doi.org/10.1609/aies.v8i3.36801)**Yao Xie
173. **[AI Governance in the Context of the EU AI Act (Extended Abstract) ↗](https://doi.org/10.1609/aies.v8i2.36642)**Byeong-Je Kim, Seunghoo Jeong, Bong-Kyung Cho et al.
174. **[AI Safety and Security Enable Innovation in Global Majority Countries (Extended Abstract) ↗](https://doi.org/10.1609/aies.v8i3.36747)**Joanna Wiaterek, Jared Perlo
175. **[AI, Normality, and Oppressive Things (Extended Abstract) ↗](https://doi.org/10.1609/aies.v8i2.36656)**Ting-an Lin, Linus Ta-Lun Huang
176. **[AI-OCI: A Novel Framework for Assessing AI’s Workforce Impact Using LLMs ↗](https://doi.org/10.1609/aies.v8i1.36545)**Frederick Awuah-Gyasi, Trilce Estrada
177. **[AI-Powered Detection of Inappropriate Language in Medical School Curricula ↗](https://doi.org/10.1609/aies.v8i3.36711)**Chiman Salavati, Shannon Song, Scott A. Hale et al.
178. **[Adoption of Explainable Natural Language Processing: Perspectives from Industry and Academia on Practices and Challenges ↗](https://doi.org/10.1609/aies.v8i1.36584)**Mahdi Dhaini, Tobias Müller, Roksoliana Rabets et al.
179. **[Advancing Fairness in Generative AI Through Intrinsic and Extrinsic Bias Evaluation and Mitigation ↗](https://doi.org/10.1609/aies.v8i3.36764)**Mina Arzaghi'
180. **[Advancing NLP Data Equity: Practitioner Responsibility and Accountability in NLP Data Practices ↗](https://doi.org/10.1609/aies.v8i1.36581)**Jay L. Cunningham, Keyong Shao, Rock Yuren Pang et al.
181. **[Agents Without Agency: Anthropological and Sociological Lessons for Contemporary AI Research and Policy ↗](https://doi.org/10.1609/aies.v8i3.36733)**Greta Timaite, Michael Castelle
182. **[Aggregation Problems in Machine Ethics and AI Alignment ↗](https://doi.org/10.1609/aies.v8i1.36554)**Kevin L. Baum, Marija Slavkovik
183. **[Algorithmic Recourse ↗](https://doi.org/10.1609/aies.v8i3.36784)**Kshitij Kayastha
184. **[Aligning AI Systems with Human Values: A Method for Identifying and Specifying Values ↗](https://doi.org/10.1609/aies.v8i3.36762)**Liv Ziegfeld, Esther S. Kox, ivana akrum et al.
185. **[Aligning AI with Public Values: Deliberation and Decision-Making for Governing Multimodal LLMs in Political Video Analysis ↗](https://doi.org/10.1609/aies.v8i3.36720)**Tanusree Sharma, Yujin Potter, Zachary Kilhoffer et al.
186. **[Aligning Agent Policies with Preferences: Human-Centered Interpretable Reinforcement Learning ↗](https://doi.org/10.1609/aies.v8i2.36668)**Stephanie Milani, Zhicheng Zhang, Nicholay Topin et al.
187. **[An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs ↗](https://doi.org/10.1609/aies.v8i2.36630)**Ayana Hussain, Patrick Xuechun Zhao, Nicholas Vincent
188. **[Anthropomorphism as Social Affordance: Charting the Co-Animation of Chatbots into Social “Agents” ↗](https://doi.org/10.1609/aies.v8i2.36664)**Takuya Maeda, Luke Stark
189. **[Assessing Human Rights Risks in AI: A Framework for Model Evaluation ↗](https://doi.org/10.1609/aies.v8i3.36699)**Vyoma Raman, Camille Chabot, Betsy Popken
190. **[Auditing and Validating Fairness and Ethics in Machine Learning Systems ↗](https://doi.org/10.1609/aies.v8i3.36795)**Disa Sariola
191. **[Automated Decision-Making Systems for Behavioral Regulation: Understanding Perceptions and Behavioral Reactions ↗](https://doi.org/10.1609/aies.v7i2.31901)**Carmen Loefflad
192. **[Beyond Automation: Understanding Fairness, Ethics, and Human Discretion in AI-driven Societal Decisions ↗](https://doi.org/10.1609/aies.v8i3.36793)**Gaurab Pokharel
193. **[Beyond Proxy Variables: Extending Refugee Allocation Algorithms for Equitable Predictions ↗](https://doi.org/10.1609/aies.v8i3.36729)**Clara Strasser Ceballos, Marcus Novotny, Christoph A. Kern
194. **[Beyond Templates: Understanding and Addressing Human-AI Interaction Harms Through Practitioners' Assumptions ↗](https://doi.org/10.1609/aies.v8i3.36771)**Julia De Miguel Velázquez
195. **[Beyond “Fairness”: Rethinking the Use of Algorithmic Predictions in Criminal Justice ↗](https://doi.org/10.1609/aies.v8i3.36709)**Tashmia Sabera
196. **[Bridging Ethics and AI: A Path to Moral Machines ↗](https://doi.org/10.1609/aies.v7i2.31892)**Aisha Aijaz
197. **[Brokering Ethics: A Retrospective Study on the Use of a Data Ethics Framework ↗](https://doi.org/10.1609/aies.v8i3.36753)**Sophia Worth, Georgia Panagiotidou, Elena Paslaru Bontas Simperl
198. **[Can Improved Data Representation Support AI for Health Equity? A Visual Approach ↗](https://doi.org/10.1609/aies.v8i3.36740)**Steven Vethman, Jildau Bouwman, Cor J. Veenman
199. **[Centring the Margins: Mapping AI Systems as Systems of Power ↗](https://doi.org/10.1609/aies.v8i1.36557)**Garfield Benjamin
200. **[Comparing Human and LLM Ethical Analyses: A Case Study in Computational Social Science Research ↗](https://doi.org/10.1609/aies.v8i2.36626)**Spencer Phillips Hey, Julie Walsh, Eni Mustafaraj

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