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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

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