Jinsook Lee

14 papers A 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A conf
AI Annotation Orchestration: Evaluating LLM Verifiers to Improve the Quality of LLM Annotations in Learning Analytics.
LAK
Bakhtawar Ahtisham, Kirk Vanacore, Jinsook Lee, Zhuqian Zhou, Doug Pietrzak, René F. Kizilcec
2026 J jnl
Codebook-Injected Dialogue Segmentation for Multi-Utterance Constructs Annotation: LLM-Assisted and Gold-Label-Free Evaluation.
CoRR
Jinsook Lee, Kirk Vanacore, Zhuqian Zhou, Bakhtawar Ahtisham, Jeanine Grutter, René F. Kizilcec
2026 J jnl
LLM Reasoning Predicts When Models Are Right: Evidence from Coding Classroom Discourse.
CoRR
Bakhtawar Ahtisham, Kirk Vanacore, Zhuqian Zhou, Jinsook Lee, René F. Kizilcec
2026 J jnl
The Digital Divide in Generative AI: Evidence from Large Language Model Use in College Admissions Essays.
CoRR
Jinsook Lee, Conrad Borchers, A. J. Alvero, Thorsten Joachims, René F. Kizilcec
2026 J jnl
Utility-Preserving De-Identification for Math Tutoring: Investigating Numeric Ambiguity in the MathEd-PII Benchmark Dataset.
CoRR
Zhuqian Zhou, Kirk Vanacore, Bakhtawar Ahtisham, Jinsook Lee, Doug Pietrzak, Daryl Hedley, Jorge Dias, Chris Shaw, Ruth Schäfer, René F. Kizilcec
2025 J jnl
AI Annotation Orchestration: Evaluating LLM verifiers to Improve the Quality of LLM Annotations in Learning Analytics.
CoRR
Bakhtawar Ahtisham, Kirk Vanacore, Jinsook Lee, Zhuqian Zhou, Doug Pietrzak, René F. Kizilcec
2025 J jnl
Poor Alignment and Steerability of Large Language Models: Evidence from College Admission Essays.
CoRR
Jinsook Lee, A. J. Alvero, Thorsten Joachims, René F. Kizilcec
2024 J jnl
Algorithms for College Admissions Decision Support: Impacts of Policy Change and Inherent Variability.
CoRR
Jinsook Lee, Emma Harvey, Joyce Zhou, Nikhil Garg, Thorsten Joachims, René F. Kizilcec
2024 — conf
Ending Affirmative Action Harms Diversity Without Improving Academic Merit.
EAAMO
Jinsook Lee, Emma Harvey, Joyce Zhou, Nikhil Garg, Thorsten Joachims, René F. Kizilcec
2024 J jnl
Large language models, social demography, and hegemony: comparing authorship in human and synthetic text.
J. Big Data
A. J. Alvero, Jinsook Lee, Alejandra Regla-Vargas, René F. Kizilcec, Thorsten Joachims, Anthony Lising Antonio
2024 J jnl
The Life Cycle of Large Language Models: A Review of Biases in Education.
CoRR
Jinsook Lee, Yann Hicke, Renzhe Yu, Christopher Brooks, René F. Kizilcec
2024 J jnl
The life cycle of large language models in education: A framework for understanding sources of bias.
Br. J. Educ. Technol.
Jinsook Lee, Yann Hicke, Renzhe Yu, Christopher Brooks, René F. Kizilcec
2023 J jnl
Augmenting Holistic Review in University Admission using Natural Language Processing for Essays and Recommendation Letters.
CoRR
Jinsook Lee, Bradon Thymes, Joyce Zhou, Thorsten Joachims, René F. Kizilcec
2023 J jnl
Fairness Hub Technical Briefs: AUC Gap.
CoRR
Jinsook Lee, Christopher Brooks, Renzhe Yu, René F. Kizilcec