Gyubok Lee

PhD student, Korea Advanced Institute of Science and Technology

Joined

February 2020

Names

Gyubok Lee (Preferred)

Emails

****@yonsei.ac.kr (Confirmed)

****@kaist.ac.kr (Confirmed)

****@wisc.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Edward Choi

2020 – Present

Expertise

Natural Language Processing

2020 – Present

Machine Learning for Healthcare

2020 – Present

Publications

From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database Agents
Gyubok Lee, Woosog Chay, Heeyoung Kwak, Yeong Hwa Kim, Haanju Yoo, Oksoon Jeong, Meong Hi Son, Edward Choi
- ICLR 2026 Poster
- Readers: Everyone
TrustSQL: Benchmarking Text-to-SQL Reliability with Penalty-Based Scoring
Gyubok Lee, Woosog Chay, Seonhee Cho, Edward Choi
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
Yeonsu Kwon, Jiho Kim, Gyubok Lee, Seongsu Bae, Daeun Kyung, Wonchul Cha, Tom Pollard, ALISTAIR JOHNSON, Edward Choi
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL
Yongjin Yang, Sihyeon Kim, SangMook Kim, Gyubok Lee, Se-Young Yun, Edward Choi
- DPFM 2024 Poster
- Readers: Everyone
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-myoung Kwon, Edward Choi
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
Decoupled Kernel Neural Processes: Neural Network-Parameterized Stochastic Processes using Explicit Data-driven Kernel
Daehoon Gwak, Gyubok Lee, Jaehoon Lee, Jaesik Choi, Jaegul Choo, Edward Choi
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction
Gyubok Lee, Seongjun Yang, Edward Choi
- 2021 (modified: 25 Apr 2023)
- ACL/IJCNLP (2) 2021
- Readers: Everyone

View all 11 publications

Co-Authors

View all 47 co-authors