Unmeasured, no intelligence. Untried, no tool.

• Members

  2

• Public projects

  3

• Published papers

  7

People and collaboration

• Haowei (Jack) Hua

  Research

  Undergraduate in neuroscience at Princeton University; works on educational measurement, AI-text detection, and computational genomics.

  Neuroscience, Princeton University

  Website Scholar Email

• Chunlin Zhu

  Engineering

  Developer of AI tooling and open-source ecosystems; maintainer of dsh-web and other open-source projects.

  GitHub

Projects

• dsh-web

  8,835

• spec_driven_develop

  990

• dsh-trading

  265

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

  arXiv preprint2026Sole author

• Educational measurement and AI evaluation

  With the University of MarylandIn progress

• Computational genomics

  Westlake UniversityIn progress