Investigating Practices and Opportunities for Cross-functional
Collaboration around AI Fairness in Industry Practice

Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice

Conference on Fairness, Accountability and Transparency (FAccT), 2023

10 June 2023

Wesley Hanwen Deng

Motahhare Eslami

Kenneth Holstein

Michael A. Madaio

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Papers citing "Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice"

18 / 18 papers shown

Title
Fairness-in-the-Workflow: How Machine Learning Practitioners at Big Tech Companies Approach Fairness in Recommender Systems Jing Nathan Yan Emma Harvey Junxiong Wang Jeffrey M. Rzeszotarski Allison Koenecke FaML 262 0 0 26 May 2025
AI LEGO: Scaffolding Cross-Functional Collaboration in Industrial Responsible AI Practices during Early Design Stages Muzhe Wu Yanzhi Zhao Shuyi Han Michael Xieyang Liu Hong Shen 336 1 0 15 May 2025
AI Mismatches: Identifying Potential Algorithmic Harms Before AI DevelopmentInternational Conference on Human Factors in Computing Systems (CHI), 2025 Devansh Saxena Ji-Youn Jung Jodi Forlizzi Kenneth Holstein John Zimmerman 308 8 0 25 Feb 2025
"It Might be Technically Impressive, But It's Practically Useless to us": Motivations, Practices, Challenges, and Opportunities for Cross-Functional Collaboration around AI within the News IndustryInternational Conference on Human Factors in Computing Systems (CHI), 2024 Qing Xiao Xianzhe Fan Felix M. Simon Bingbing Zhang Motahhare Eslami 124 10 0 18 Sep 2024
Minimum Viable Ethics: From Institutionalizing Industry AI Governance to Product Impact Archana Ahlawat Amy Winecoff Jonathan Mayer 200 1 0 11 Sep 2024
Ethical AI Governance: Methods for Evaluating Trustworthy AI Louise McCormack Malika Bendechache 170 3 0 28 Aug 2024
Supporting Industry Computing Researchers in Assessing, Articulating, and Addressing the Potential Negative Societal Impact of Their Work Wesley Hanwen Deng Solon Barocas Jennifer Wortman Vaughan 281 12 0 02 Aug 2024
A Taxonomy of Challenges to Curating Fair Datasets Dora Zhao M. Scheuerman Pooja Chitre Jerone T. A. Andrews Georgia Panagiotidou Shawn Walker Kathleen H. Pine Alice Xiang 261 4 0 10 Jun 2024
Ethics Pathways: A Design Activity for Reflecting on Ethics Engagement in HCI Research Inha Cha Ajit G. Pillai Richmond Y. Wong 129 6 0 26 May 2024
Leveraging Large Language Models to Enhance Domain Expert Inclusion in Data Science Workflows Jasmine Y. Shih Vishal Mohanty Yannis Katsis Hariharan Subramonyam 161 3 0 03 May 2024
Guidelines for Integrating Value Sensitive Design in Responsible AI Toolkits Malak Sadek Marios Constantinides Daniele Quercia C. Mougenot 198 30 0 29 Feb 2024
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology Nur Yildirim Hannah Richardson Maria T. A. Wetscherek Junaid Bajwa Joseph Jacob ... Ozan Oktay M. Lungren Javier Alvarez-Valle A. Nori Anja Thieme LM&MA 202 87 0 22 Feb 2024
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit Nur Yildirim Susanna Zlotnikov Deniz Sayar Jeremy M. Kahn L. Bukowski ... Venkatesh Sivaraman Adam Perer Sarah Preum James McCann John Zimmerman 222 21 0 21 Feb 2024
A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations G. Berman Nitesh Goyal Michael A. Madaio ELM 191 29 0 30 Jan 2024
Red-Teaming for Generative AI: Silver Bullet or Security Theater?AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2024 Michael Feffer Anusha Sinha Wesley Hanwen Deng Zachary Chase Lipton Hoda Heidari AAML 377 105 0 29 Jan 2024
Canvil: Designerly Adaptation for LLM-Powered User ExperiencesInternational Conference on Human Factors in Computing Systems (CHI), 2024 K. J. Kevin Feng Q. V. Liao Ziang Xiao Jennifer Wortman Vaughan Amy X. Zhang David W. McDonald 163 22 0 17 Jan 2024
The Value-Sensitive Conversational Agent Co-Design FrameworkInternational journal of human computer interactions (IJHCI), 2023 Malak Sadek Rafael A. Calvo C. Mougenot 3DV 210 8 0 18 Oct 2023
RAI Guidelines: Method for Generating Responsible AI Guidelines Grounded in Regulations and Usable by (Non-)Technical Roles Marios Constantinides Edyta Bogucka Daniele Quercia Susanna Kallio Mohammad Tahaei 174 23 0 27 Jul 2023