A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps
Towards Effectiveness Evaluations

A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations

30 January 2024

Michael A. Madaio

Papers citing "A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations"

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Title
ASHABot: An LLM-Powered Chatbot to Support the Informational Needs of Community Health Workers Pragnya Ramjee Mehak Chhokar Bhuvan Sachdeva Mahendra Meena Hamid Abdullah Aditya Vashistha Ruchit Nagar Mohit Jain AI4MH 30 0 0 17 Sep 2024
Improving governance outcomes through AI documentation: Bridging theory and practice Amy A. Winecoff Miranda Bogen 16 2 0 13 Sep 2024
Do Responsible AI Artifacts Advance Stakeholder Goals? Four Key Barriers Perceived by Legal and Civil Stakeholders Anna Kawakami Daricia Wilkinson Alexandra Chouldechova 17 3 0 22 Aug 2024
S-RAF: A Simulation-Based Robustness Assessment Framework for Responsible Autonomous Driving Daniel Omeiza Pratik Somaiya Jo-Ann Pattinson Carolyn Ten-Holter Jack Stilgoe Marina Jirotka Lars Kunze 20 0 0 16 Aug 2024
The Value-Sensitive Conversational Agent Co-Design Framework Malak Sadek Rafael A. Calvo C. Mougenot 3DV 14 2 0 18 Oct 2023
The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice Fernando Delgado Stephen Yang Michael A. Madaio Qian Yang 71 98 0 02 Oct 2023
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits Wesley Hanwen Deng Manish Nagireddy M. S. Lee Jatinder Singh Zhiwei Steven Wu Kenneth Holstein Haiyi Zhu 31 85 0 13 May 2022
Healthsheet: Development of a Transparency Artifact for Health Datasets Negar Rostamzadeh Diana Mincu Subhrajit Roy A. Smart Lauren Wilcox Mahima Pushkarna Jessica Schrouff Razvan Amironesei Nyalleng Moorosi Katherine A. Heller 35 61 0 26 Feb 2022
A Framework for Deprecating Datasets: Standardizing Documentation, Identification, and Communication A. Luccioni Frances Corry H. Sridharan Mike Ananny J. Schultz Kate Crawford 38 28 0 18 Oct 2021
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 730 0 13 Dec 2018