Gyubok Lee

According to our database, Gyubok Lee authored at least 15 papers between 2019 and 2024.

Collaborative distances:

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

2024

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

CoRR, 2024

Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL.

Yongjin Yang, Sihyeon Kim, SangMook Kim, Gyubok Lee, Se-Young Yun, Edward Choi

CoRR, 2024

TrustSQL: A Reliability Benchmark for Text-to-SQL Models with Diverse Unanswerable Questions.

Gyubok Lee, Woosog Chay, Seonhee Cho, Edward Choi

CoRR, 2024

EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records.

Jaehee Ryu, Seonhee Cho, Gyubok Lee, Edward Choi

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records.

Gyubok Lee, Sunjun Kweon, Seongsu Bae, Edward Choi

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.

Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-Myoung Kwon, Edward Choi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploration Into Translation-Equivariant Image Quantization.

Woncheol Shin, Gyubok Lee, Jiyoung Lee, Eunyi Lyou, Joonseok Lee, Edward Choi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation.

Woncheol Shin, Gyubok Lee, Jiyoung Lee, Joonseok Lee, Edward Choi

CoRR, 2021

Erythropoiesis stimulating agent recommendation model using recurrent neural networks for patient with kidney failure with replacement therapy.

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

Comput. Biol. Medicine, 2021

Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction.

Gyubok Lee, Seongjun Yang, Edward Choi

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Diverse and Admissible Trajectory Forecasting Through Multimodal Context Understanding.

Seong Hyeon Park, Gyubok Lee, Jimin Seo, Manoj Bhat, Minseok Kang, Jonathan Francis, Ashwin R. Jadhav, Paul Pu Liang, Louis-Philippe Morency

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Unsupervised learning approach for network intrusion detection system using autoencoders.

Hyunseung Choi, Mintae Kim, Gyubok Lee, Wooju Kim

J. Supercomput., 2019