Intelligent measurement and evaluation

Investigating generative AI models and detection techniques: impacts of tokenization and dataset size on identification of AI-generated text

Frontiers in Artificial Intelligence2024First author

Comparative Analysis of Machine Learning and LLM Approaches for Detecting ChatGPT-Written Essays Under Revision Conditions

International Meeting of the Psychometric Society2024First author

Comparison of Scoring Rationales Between Large Language Models and Human Raters

arXiv preprint2025First author

Exploring the Utilities of the Rationales from Large Language Models to Enhance Automated Essay Scoring

arXiv preprint2025Third author

Exploration of Summarization by Generative Language Models for Automated Scoring of Long Essays

arXiv preprint2025First author

Empirical Comparison of Encoder-Based Language Models and Feature-Based Supervised Machine Learning Approaches to Automated Scoring of Long Essays

arXiv preprint2026Second author

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment

arXiv preprint2026Sole author

Educational measurement and AI evaluation

With the University of MarylandIn progress