Building Better Datasets: Seven Recommendations for Responsible Design from Dataset Creators

30 August 2024

Papers citing "Building Better Datasets: Seven Recommendations for Responsible Design from Dataset Creators"

4 / 4 papers shown

Title
Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation Maria Eriksson Erasmo Purificato Arman Noroozian Joao Vinagre Guillaume Chaslot Emilia Gomez David Fernandez Llorca ELM 139 1 0 10 Feb 2025
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 47 2 0 10 Jun 2024
A Framework for Deprecating Datasets: Standardizing Documentation, Identification, and Communication A. Luccioni Frances Corry H. Sridharan Mike Ananny J. Schultz Kate Crawford 54 29 0 18 Oct 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018