Artificial Intelligence & Education

Publications

• 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

  Next Research2026Sole author

• Educational measurement and AI evaluation

  With the University of MarylandIn progress