Data Cards: Purposeful and Transparent Dataset Documentation for
Responsible AI

Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI

3 April 2022

Mahima Pushkarna

Andrew Zaldivar

Oddur Kjartansson

Papers citing "Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI"

10 / 110 papers shown

Title
Masader Plus: A New Interface for Exploring +500 Arabic NLP Datasets Yousef Altaher A. Fadel Mazen Alotaibi Mazen Alyazidi Mishari Al-Mutairi ... Mustafa Ghaleb Nouamane Tazi Raed Alharbi Maraim Masoud Zaid Alyafeai 18 9 0 01 Aug 2022
Documenting Data Production Processes: A Participatory Approach for Data Work Milagros Miceli Tianling Yang A. Garcia Julian Posada Sonja Mei Wang M. Pohl A. Hanna 8 15 0 11 Jul 2022
The "Collections as ML Data" Checklist for Machine Learning & Cultural Heritage Benjamin Charles Germain Lee VLM 11 7 0 06 Jul 2022
A domain-specific language for describing machine learning datasets Joan Giner-Miguelez Abel Gómez Jordi Cabot ALM 6 25 0 05 Jul 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code Sebastian Gehrmann Abhik Bhattacharjee Abinaya Mahendiran Alex Jinpeng Wang Alexandros Papangelis ... Yacine Jernite Yi Xu Yisi Sang Yixin Liu Yufang Hou 47 38 0 22 Jun 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 92 1,061 0 22 Jun 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
Saliency Cards: A Framework to Characterize and Compare Saliency Methods Angie Boggust Harini Suresh Hendrik Strobelt John Guttag Arvindmani Satyanarayan FAtt XAI 28 8 0 07 Jun 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 55 5,768 0 23 May 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 58 183 0 14 Feb 2022