Gyubok Lee

27 papers A* 4Misc 1Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
FHIR-AgentBench: Benchmarking LLM Agents for Realistic Interoperable EHR Question Answering.
CoRR
Gyubok Lee, Elea Bach, Eric Yang, Tom J. Pollard, Alistair Johnson, Edward Choi, Yugang Jia, Jong Ha Lee
2025 J jnl
From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database Agents.
CoRR
Gyubok Lee, Woosog Chay, Heeyoung Kwak, Yeong Hwa Kim, Haanju Yoo, Oksoon Jeong, Meong Hi Son, Edward Choi
2025 J jnl
SCARE: A Benchmark for SQL Correction and Question Answerability Classification for Reliable EHR Question Answering.
CoRR
Gyubok Lee, Woosog Chay, Edward Choi
2024 — conf
EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records.
ACL (Findings)
Jaehee Ryu, Seonhee Cho, Gyubok Lee, Edward Choi
2024 J jnl
EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records.
CoRR
Jaehee Ryu, Seonhee Cho, Gyubok Lee, Edward Choi
2024 A* conf
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records.
NeurIPS
Yeonsu Kwon, Jiho Kim, Gyubok Lee, Seongsu Bae, Daeun Kyung, Wonchul Cha, Tom J. Pollard, Alistair Johnson, Edward Choi
2024 J jnl
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records.
CoRR
Yeonsu Kwon, Jiho Kim, Gyubok Lee, Seongsu Bae, Daeun Kyung, Wonchul Cha, Tom J. Pollard, Alistair Johnson, Edward Choi
2024 — conf
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records.
ClinicalNLP@NAACL
Gyubok Lee, Sunjun Kweon, Seongsu Bae, Edward Choi
2024 J jnl
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records.
CoRR
Gyubok Lee, Sunjun Kweon, Seongsu Bae, Edward Choi
2024 — conf
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.
ACL (Findings)
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi
2024 J jnl
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL.
CoRR
Yongjin Yang, Sihyeon Kim, Sangmook Kim, Gyubok Lee, Se-Young Yun, Edward Choi
2024 J jnl
TrustSQL: A Reliability Benchmark for Text-to-SQL Models with Diverse Unanswerable Questions.
CoRR
Gyubok Lee, Woosog Chay, Seonhee Cho, Edward Choi
2023 A* conf
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.
NeurIPS
Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-Myoung Kwon, Edward Choi
2023 J jnl
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.
CoRR
Jungwoo Oh, Seongsu Bae, Gyubok Lee, Joon-Myoung Kwon, Edward Choi
2023 J jnl
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.
CoRR
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
2023 A* conf
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images.
NeurIPS
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi
2023 J jnl
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images.
CoRR
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi
2023 Misc conf
Exploration Into Translation-Equivariant Image Quantization.
ICASSP
Woncheol Shin, Gyubok Lee, Jiyoung Lee, Eunyi Lyou, Joonseok Lee, Edward Choi
2023 J jnl
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.
CoRR
Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi
2022 A* conf
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.
NeurIPS
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
2021 J jnl
Erythropoiesis stimulating agent recommendation model using recurrent neural networks for patient with kidney failure with replacement therapy.
Comput. Biol. Medicine
Hae-Ryong Yun, Gyubok Lee, Myeong Jun Jeon, Hyung Woo Kim, Young Su Joo, Hyoungnae Kim, Tae Ik Chang, Jung Tak Park, Seung Hyeok Han, Shin-Wook Kang, Wooju Kim, Tae-Hyun Yoo
2021 — conf
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction.
ACL/IJCNLP (2)
Gyubok Lee, Seongjun Yang, Edward Choi
2021 J jnl
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction.
CoRR
Gyubok Lee, Seongjun Yang, Edward Choi
2021 J jnl
Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation.
CoRR
Woncheol Shin, Gyubok Lee, Jiyoung Lee, Joonseok Lee, Edward Choi
2020 — conf
Diverse and Admissible Trajectory Forecasting Through Multimodal Context Understanding.
ECCV (11)
Seong Hyeon Park, Gyubok Lee, Jimin Seo, Manoj Bhat, Minseok Kang, Jonathan Francis, Ashwin R. Jadhav, Paul Pu Liang, Louis-Philippe Morency
2020 J jnl
Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding.
CoRR
Seong Hyeon Park, Gyubok Lee, Manoj Bhat, Jimin Seo, Minseok Kang, Jonathan Francis, Ashwin R. Jadhav, Paul Pu Liang, Louis-Philippe Morency
2019 J jnl
Unsupervised learning approach for network intrusion detection system using autoencoders.
J. Supercomput.
Hyunseung Choi, Mintae Kim, Gyubok Lee, Wooju Kim