Publications
Exploring data augmentation strategies and generative AI methods to address imbalanced data challenges in automated scoring and educational measurement.
1
Publication
NLP
Deep Learning
LLM
Generative AI
JOURNAL ARTICLE2026
AI and Measurement Concerns: Dealing with Imbalanced Data in Autoscoring
Yunting Liu, Yijun Xiang, Xutao Feng, Mark Wilson
Journal of Educational Measurement, Volume 63, Issue 1
NLPImbalanced LearningData AugmentationLarge Language ModelsAlgorithmic Fairness
DOI: 10.1111/jedm.70031
More research coming soon! Connect with me on Google Scholar for updates.