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Publications

• Article

  AI and the Subjective Crisis of Knowledge

  Paul Scherz and Luis Vera
  Journal of Religious Ethics, June 2025

  The article addresses the epistemological instability created by AI, and suggests we can address resulting ethical problems by returning to practices of the self that philosophers and theologians have relied on in the past.

• White Paper

  Navigating the black box: Operational lenses for AI-enabled drone governance

  Demetrius Hernandez, Kaitlin Harris, Tristan Hernandez, and Rich Morales
  MIT Science Policy Review, 2025

• Article

  MetricMate: An Interactive Tool for Generating Evaluation Criteria for LLM-as-a-Judge Workflow

  Simret Araya Gebreegziabher, Charles Chiang, Zichu Wang, Zahra Ashktorab, Michelle Brachman, Werner Geyer, Toby Jia-Jun Li, and Diego Gómez-Zará
  CHI WORK, 2025

• Article

  NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning

  Zheyuan Zhang, Yiyang Li, Nhi Ha Lan Le2, Zehong Wang, Tianyi Ma, Vincent Galassi, Keerthiram Murugesan, Nuno Moniz, Werner Geyer, Nitesh Chawla, Chuxu Zhang, and Yanfang Ye
  ACL, 2025

• Article

  MOPI-HFRS: A Multi-objective Personalized Health-aware Food Recommendation System with LLM-enhanced Interpretation

  Zheyuan Zhang, Zehong Wang, Tianyi Ma, Varun Sameer Taneja, Sofia Nelson, Nhi Ha Lan Le, Keerthiram Murugesan, Mingxuan Ju, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye
  SIGKDD, 2025

• Article

  Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

  Jiayi Ye, Yanbo Wang, Yue Huang, Dongping Chen, Qihui Zhang, Nuno Moniz, Tian Gao, Werner Geyer, Chao Huang, Pin-Yu Chen, Nitesh V Chawla, Xiangliang Zhang
  ICLR, 2025

• Blog post

  Can we trust AI to judge? Two research teams explore the opportunities and limitations of LLM-as-a-Judge

  Laura Moran Walton
  Tech Ethics Lab Blog, 2025

• Video

  Can You Trust an AI to Judge Fairly? Exploring LLM Biases

  Pin-Yu Chen
  IBM Technology YouTube, 2025

• Video

  LLM as a Judge: Scaling AI Evaluation Strategies

  Zahra Ashktorab
  IBM Technology YouTube, 2025

• Article

  Emerging Data Practices: Data Work in the Era of Large Language Models

  Adriana Alvarado Garcia, Heloisa Candello, Karla Badillo-Urquiola, Marisol Wong-Villacres
  2025 CHI Conference on Human Factors in Computing Systems

• Article

  The Return on Investment in AI Ethics: A Holistic Framework

  Marialena Bevilacqua, Nicholas Berente, Heather Domin, Brian Goehring, Francesca Rossi
  HICSS, 2024

• Article

  On the ROI of AI Ethics and Governance Investments: From Loss Aversion to Value Generation

  Heather Domin, Francesca Rossi, Brian Goehring, Marianna Ganapini, Nicholas Berente, and Marialena Bevilacqua
  California Management Review, 2024

• Article

  Why invest in AI ethics and governance?

  Nicholas Berente, Francesca Rossi, Marialena Bevilacqua, Marianna Ganapini, Brian Goehring, Heather Domin
  IBM Institute for Business Value, 2024

• Video

  Social Media Practices from Machine Learning Researchers

  John Gallagher
  YouTube, 2023

• Article

  The Cadaver in the Machine: The Social Practices of Measurement and Validation in Motion Capture Technology

  Emma Harvey, Hauke Sandhaus, Abigail Z. Jacobs, Emanuel Moss, Mona Sloane
  ACM CHI 2024

• Blog post

  New Research Examines How Assumptions Affect Motion Capture Technology

  Mona Sloane
  UVA Data Science News, 2024

• Blog post

  AI and the human body: Hidden assumptions in motion capture can have serious impact

  Noor Hindi
  UM School of Information News, 2024

• Blog post

  AI Is Being Built on Dated, Flawed Motion-Capture Data

  Julianne Pepitone
  IEEE Spectrum

• Article

  Hyped but Invisible: Good UX and Good Gender Practices In and Out of the Conversational AI Sandbox

  Elizabeth Rodwell
  Practicing Anthropology, 2024

• Article

  Auditing AI for Whom? A Community-Centric Approach to Rebuilding Public Trust in Singapore

  Wenxi Zhang, Sharanya Shanmugam, Jason G Allen, Willow Wong, Olivia Xu
  Singapore Management University Centre for Digital Law, 2024

• Blog post

  Building the Bridge to the Autonomous Sky: How the FAA Can Unlock Drones for the Public Good

  Demetrius Hernandez
  Tech Ethics Lab Blog, 2025

• Video

  LLM + Data: Building AI with Real & Synthetic Data

  Adriana Alvarado Garcia
  IBM Technology YouTube, 2025

• Article

  BUILT2AFFORD: Machine-Learning-Driven Passive Retrofits for Affordable Housing

  Ming Hu, Siavash Ghorbany, Siyuan Yao3, Chaoli Wang, Matthew Sisk
  ARCC 2025

• Article

  A field guide to using LLMs for online conflict analysis

  Erik Borra, Penelope Bollini, Laura Caroleo, Benjamin Cerigo, Roeland Dubèl, Fatima Gaw, Beatrice Gobbo, Davit Janezashvili, Emillie de Keulenaar, Ivan Kisjes, Diana Moret i Soler, Kris Ruijgrok
  Digital Methods Initiative, 2024

• Article

  Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language Models

  Shiran Dudy, Thulasi Tholeti, Resmi Ramachandranpillai, Muhammad Ali, Toby Jia-Jun Li, Ricardo Baeza-Yates
  ACM IUI 2025

• Article

  BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks

  Anna Sokol, Elizabeth Daly, Michael Hind, Xianglang Zhang, Nuno Moniz, Nitesh Chawla, and David Piorkowski
  NeurIPS 2025

• Article

  Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search

  Yanbo Wang, Zixiang Xu, Yue Huang, Chujie Gao, Siyuan Wu, Jiayi Ye, Pin-Yu Chen, Xiuying Chen, and Xiangliang Zhang
  NeurIPS 2025

• Article

  AutoData: A Multi-Agent System for Open Web Data Collection

  Tianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang, Xiaoye Qian, Feifan Bai, Yifan Ding, Xuwei Luo, Shinan Zhang, Keerthiram Murugesan, Chuxu Zhang, and Yanfang Ye
  NeurIPS 2025

• Article

  When Technologies Are Not Enough: Understanding How Domestic Workers Employ (and Avoid) Online Technologies in Their Work Practices

  Mariana Fernandez-Espinosa, Mariana Gonzalez-Bejar, Jacobo Wiesner, and Diego Gomez-Zara
  CSCW 2025

• Article

  Online Safety for All: Sociocultural Insights from a Systematic Review of Youth Online Safety in the Global South

  Ozioma C. Oguine, Oghenemaro Anyuah, Zainab Agha, Iris Melgarez, Adriana Alvarado Garcia, Karla Badillo-Urquiola
  CSCW 2025

• Book

  Reclaiming Human Agency in the Age of Artificial Intelligence

  Paul Scherz, Brian Patrick Green
  Journal of Moral Theology, 2025