Equity and Artificial Intelligence in Education: Will "AIEd" Amplify or
Alleviate Inequities in Education?

Equity and Artificial Intelligence in Education: Will "AIEd" Amplify or Alleviate Inequities in Education?

27 April 2021

Kenneth Holstein

Papers citing "Equity and Artificial Intelligence in Education: Will "AIEd" Amplify or Alleviate Inequities in Education?"

8 / 8 papers shown

Title
A Fair Post-Processing Method based on the MADD Metric for Predictive Student Models M. Verger Chunyang Fan Sébastien Lallé François Bouchet Vanda Luengo 26 0 0 07 Jul 2024
How Beginning Programmers and Code LLMs (Mis)read Each Other S. Nguyen Hannah McLean Babe Yangtian Zi Arjun Guha C. Anderson Molly Q. Feldman 38 43 0 26 Jan 2024
Assessing Student Errors in Experimentation Using Artificial Intelligence and Large Language Models: A Comparative Study with Human Raters Arne Bewersdorff Kathrin Seßler Armin Baur Enkelejda Kasneci Claudia Nerdel 18 37 0 11 Aug 2023
Is Your Model "MADD"? A Novel Metric to Evaluate Algorithmic Fairness for Predictive Student Models M. Verger Sébastien Lallé F. Bouchet Vanda Luengo 20 11 0 24 May 2023
Lost in Translation: Reimagining the Machine Learning Life Cycle in Education Lydia T. Liu Serena Wang Tolani A. Britton Rediet Abebe AI4Ed 21 1 0 08 Sep 2022
Equitable Ability Estimation in Neurodivergent Student Populations with Zero-Inflated Learner Models Niall Twomey Sara J McMullan Anat Elhalal Rafael Poyiadzi Luis Miguel Vaquero Gonzalez 10 1 0 18 Mar 2022
Algorithmic Fairness in Education René F. Kizilcec Hansol Lee FaML 38 120 0 10 Jul 2020
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 195 742 0 13 Dec 2018