Jinsook Lee

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Data Curation & Synthetic Data (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

Frequent co-authors

Zhuqian Zhou (1)Kirk Vanacore (1)Bakhtawar Ahtisham (1)Jinsook Lee (1)

Papers (1)

Feb 18, 2026

National Tutoring Observatory3w ago·also CMU ML, Cornell, FreshCognate

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

Generic PII detection tools cripple math tutoring datasets by aggressively redacting numbers, but a math-aware LLM can preserve utility while protecting privacy.

Zhuqian Zhou, Kirk Vanacore, Bakhtawar Ahtisham +9

Data Curation & Synthetic Data Eval Frameworks & Benchmarks Natural Language Processing

Search

Jinsook Lee

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)