Jinsook Lee

According to our database, Jinsook Lee authored at least 15 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Domain-Adapted Retrieval for In-Context Annotation of Pedagogical Dialogue Acts.

Jinsook Lee, Kirk Vanacore, Zhuqian Zhou, Bakhtawar Ahtisham, René F. Kizilcec

CoRR, April, 2026

Utility-Preserving De-Identification for Math Tutoring: Investigating Numeric Ambiguity in the MathEd-PII Benchmark Dataset.

Zhuqian Zhou, Kirk Vanacore, Bakhtawar Ahtisham, Jinsook Lee, Doug Pietrzak, Daryl Hedley, Jorge Dias, Chris Shaw, Ruth Schäfer, René F. Kizilcec

CoRR, February, 2026

LLM Reasoning Predicts When Models Are Right: Evidence from Coding Classroom Discourse.

Bakhtawar Ahtisham, Kirk Vanacore, Zhuqian Zhou, Jinsook Lee, René F. Kizilcec

CoRR, February, 2026

Codebook-Injected Dialogue Segmentation for Multi-Utterance Constructs Annotation: LLM-Assisted and Gold-Label-Free Evaluation.

Jinsook Lee, Kirk Vanacore, Zhuqian Zhou, Bakhtawar Ahtisham, Jeanine Grutter, René F. Kizilcec

CoRR, January, 2026

From Tutor Moves to Tutoring States: Modeling the Timing and Sequencing of Pedagogical Strategies for Student Engagement.

Kirk Vanacore, Jinsook Lee, Bakhtawar Ahtisham, Sarah Shaw, Justin Reich, René F. Kizilcec

Proceedings of the Thirteenth ACM Conference on Learning @ Scale, 2026

The Digital Divide in Generative AI: Evidence from Large Language Model Use in College Admissions Essays.

Jinsook Lee, Conrad Borchers, A. J. Alvero, Thorsten Joachims, René F. Kizilcec

Proceedings of the Thirteenth ACM Conference on Learning @ Scale, 2026

AI Annotation Orchestration: Evaluating LLM Verifiers to Improve the Quality of LLM Annotations in Learning Analytics.

Bakhtawar Ahtisham, Kirk Vanacore, Jinsook Lee, Zhuqian Zhou, Doug Pietrzak, René F. Kizilcec

Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference, 2026

2025

Poor Alignment and Steerability of Large Language Models: Evidence from College Admission Essays.

Jinsook Lee, A. J. Alvero, Thorsten Joachims, René F. Kizilcec

CoRR, March, 2025

2024

Large language models, social demography, and hegemony: comparing authorship in human and synthetic text.

A. J. Alvero, Jinsook Lee, Alejandra Regla-Vargas, René F. Kizilcec, Thorsten Joachims, Anthony Lising Antonio

J. Big Data, December, 2024

The life cycle of large language models in education: A framework for understanding sources of bias.

Jinsook Lee, Yann Hicke, Renzhe Yu, Christopher Brooks, René F. Kizilcec

Br. J. Educ. Technol., September, 2024

The Life Cycle of Large Language Models: A Review of Biases in Education.

Jinsook Lee, Yann Hicke, Renzhe Yu, Christopher Brooks, René F. Kizilcec

CoRR, 2024

Algorithms for College Admissions Decision Support: Impacts of Policy Change and Inherent Variability.

Jinsook Lee, Emma Harvey, Joyce Zhou, Nikhil Garg, Thorsten Joachims, René F. Kizilcec

CoRR, 2024

Ending Affirmative Action Harms Diversity Without Improving Academic Merit.

Jinsook Lee, Emma Harvey, Joyce Zhou, Nikhil Garg, Thorsten Joachims, René F. Kizilcec

Proceedings of the 4th ACM Conference on Equity and Access in Algorithms, 2024

2023

Fairness Hub Technical Briefs: AUC Gap.

Jinsook Lee, Christopher Brooks, Renzhe Yu, René F. Kizilcec

CoRR, 2023

Augmenting Holistic Review in University Admission using Natural Language Processing for Essays and Recommendation Letters.

Jinsook Lee, Bradon Thymes, Joyce Zhou, Thorsten Joachims, René F. Kizilcec

CoRR, 2023