Psychometric Methods to Evaluate Measurement and Algorithmic Bias in Automated Scoring AI NLP
- Author(s):
- Johnson, Matthew S.; Liu, Xiang; McCaffrey, Daniel F.
- Publication Year:
- 2022
- Source:
- Journal of Educational Measurement, v59 n3 p338-361, Fall 2022
- Document Type:
- Article
- Page Count:
- 24
- Subject/Key Words:
- Artificial Intelligence, Automated Scoring, Machine Learning, Natural Language Processing (NLP), Bias, Test Fairness, Standardized Mean Difference, Simulation Studies, Human Raters