The Dataset Nutrition Label (2nd Gen): Leveraging Context to Mitigate Harms in Artificial Intelligence

10 January 2022

Papers citing "The Dataset Nutrition Label (2nd Gen): Leveraging Context to Mitigate Harms in Artificial Intelligence"

24 / 24 papers shown

Title
A Scoresheet for Explainable AI Michael Winikoff John Thangarajah Sebastian Rodriguez 53 0 0 14 Feb 2025
Benchmark Data Repositories for Better Benchmarking Rachel Longjohn Markelle Kelly Sameer Singh Padhraic Smyth 36 0 0 31 Oct 2024
Improving governance outcomes through AI documentation: Bridging theory and practice Amy A. Winecoff Miranda Bogen 21 2 0 13 Sep 2024
Building Better Datasets: Seven Recommendations for Responsible Design from Dataset Creators Will Orr Kate Crawford 30 3 0 30 Aug 2024
Documentation Practices of Artificial Intelligence Stefan Arnold Dilara Yesilbas Rene Gröbner Dominik Riedelbauch Maik Horn Sven Weinzierl AI4TS 16 0 0 26 Jun 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 34 2 0 10 Jun 2024
Racial/Ethnic Categories in AI and Algorithmic Fairness: Why They Matter and What They Represent Jennifer Mickel 23 5 0 10 Apr 2024
What's documented in AI? Systematic Analysis of 32K AI Model Cards Weixin Liang Nazneen Rajani Xinyu Yang Ezinwanne Ozoani Eric Wu Yiqun Chen D. Smith James Y. Zou 33 15 0 07 Feb 2024
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face Xinyu Yang Weixin Liang James Y. Zou CVBM 16 16 0 24 Jan 2024
Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments Anthony C. Roman Jennifer Wortman Vaughan Valerie See Steph Ballard Jehu Torres Vega Caleb Robinson J. L. Ferres 14 4 0 11 Dec 2023
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education Mei Tan Hansol Lee Dakuo Wang Hariharan Subramonyam 21 7 0 09 Nov 2023
Use case cards: a use case reporting framework inspired by the European AI Act Isabelle Hupont David Fernández Llorca S. Baldassarri Emilia Gómez 11 18 0 23 Jun 2023
Datasheets for Machine Learning Sensors: Towards Transparency, Auditability, and Responsibility for Intelligent Sensing Matthew P. Stewart Pete Warden Yasmine Omri Shvetank Prakash Joao Santos ... Jim MacArthur Nat Jeffries Sachin Katti Brian Plancher Vijay Janapa Reddi 20 1 0 15 Jun 2023
A Systematic Literature Review of Human-Centered, Ethical, and Responsible AI Mohammad Tahaei Marios Constantinides Daniele Quercia Michael J. Muller AI4TS 38 7 0 10 Feb 2023
Dislocated Accountabilities in the AI Supply Chain: Modularity and Developers' Notions of Responsibility D. Widder D. Nafus 17 69 0 20 Sep 2022
Documenting use cases in the affective computing domain using Unified Modeling Language Isabelle Hupont Emilia Gómez 10 3 0 19 Sep 2022
CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation Mark Díaz Ian D Kivlichan Rachel Rosen Dylan K. Baker Razvan Amironesei Vinodkumar Prabhakaran Emily L. Denton 14 82 0 09 Jun 2022
Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata A. Heger Elizabeth B. Marquis Mihaela Vorvoreanu Hanna M. Wallach J. W. Vaughan 8 60 0 06 Jun 2022
Prescriptive and Descriptive Approaches to Machine-Learning Transparency David Adkins B. Alsallakh Adeel Cheema Narine Kokhlikyan Emily McReynolds Pushkar Mishra Chavez Procope Jeremy Sawruk Erin Wang Polina Zvyagina 6 13 0 27 Apr 2022
Sharing and Caring: Creating a Culture of Constructive Criticism in Computational Legal Studies Corinna Coupette D. Hartung AILaw 12 1 0 19 Apr 2022
Evaluating a Methodology for Increasing AI Transparency: A Case Study David Piorkowski John T. Richards Michael Hind 32 5 0 24 Jan 2022
Data and its (dis)contents: A survey of dataset development and use in machine learning research Amandalynne Paullada Inioluwa Deborah Raji Emily M. Bender Emily L. Denton A. Hanna 44 510 0 09 Dec 2020
Understanding collections of related datasets using dependent MMD coresets Sinead Williamson Jette Henderson 4 5 0 24 Jun 2020
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 17 2,120 0 23 Mar 2018