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Seongsu Bae
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 18
Top Topics
Question Answering
Language Model
Clinical Trials
Qa Clef
Top Venues
CoRR
NeurIPS
CHIL
ACL (Findings)
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Publications
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Yeonsu Kwon
,
Jiho Kim
,
Gyubok Lee
,
Seongsu Bae
,
Daeun Kyung
,
Wonchul Cha
,
Tom Pollard
,
Alistair Johnson
,
Edward Choi
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records.
CoRR
(2024)
Gyubok Lee
,
Sunjun Kweon
,
Seongsu Bae
,
Edward Choi
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records.
CoRR
(2024)
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
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.
ACL (Findings)
(2024)
Gyubok Lee
,
Hyeonji Hwang
,
Seongsu Bae
,
Yeonsu Kwon
,
Woncheol Shin
,
Seongjun Yang
,
Minjoon Seo
,
Jong-Yeup Kim
,
Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.
CoRR
(2023)
Gangwoo Kim
,
Hajung Kim
,
Lei Ji
,
Seongsu Bae
,
Chanhwi Kim
,
Mujeen Sung
,
Hyunjae Kim
,
Kun Yan
,
Eric Chang
,
Jaewoo Kang
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization.
BioNLP@ACL
(2023)
Seongsu Bae
,
Daeun Kyung
,
Jaehee Ryu
,
Eunbyeol Cho
,
Gyubok Lee
,
Sunjun Kweon
,
Jungwoo Oh
,
Lei Ji
,
Eric I-Chao Chang
,
Tackeun Kim
,
Edward Choi
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images.
NeurIPS
(2023)
Jungwoo Oh
,
Gyubok Lee
,
Seongsu Bae
,
Joon-Myoung Kwon
,
Edward Choi
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.
NeurIPS
(2023)
Gangwoo Kim
,
Hajung Kim
,
Lei Ji
,
Seongsu Bae
,
Chanhwi Kim
,
Mujeen Sung
,
Hyunjae Kim
,
Kun Yan
,
Eric Chang
,
Jaewoo Kang
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization.
CoRR
(2023)
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
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.
CoRR
(2023)
Seongsu Bae
,
Daeun Kyung
,
Jaehee Ryu
,
Eunbyeol Cho
,
Gyubok Lee
,
Sunjun Kweon
,
Jungwoo Oh
,
Lei Ji
,
Eric I-Chao Chang
,
Tackeun Kim
,
Edward Choi
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images.
CoRR
(2023)
Jungwoo Oh
,
Seongsu Bae
,
Gyubok Lee
,
Joon-Myoung Kwon
,
Edward Choi
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.
CoRR
(2023)
Daeyoung Kim
,
Seongsu Bae
,
Seungho Kim
,
Edward Choi
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records.
CHIL
(2022)
Sungjin Park
,
Seongsu Bae
,
Jiho Kim
,
Tackeun Kim
,
Edward Choi
Graph-Text Multi-Modal Pre-training for Medical Representation Learning.
CoRR
(2022)
Daeyoung Kim
,
Seongsu Bae
,
Seungho Kim
,
Edward Choi
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records.
CoRR
(2022)
Gyubok Lee
,
Hyeonji Hwang
,
Seongsu Bae
,
Yeonsu Kwon
,
Woncheol Shin
,
Seongjun Yang
,
Minjoon Seo
,
Jong-Yeup Kim
,
Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.
NeurIPS
(2022)
Sungjin Park
,
Seongsu Bae
,
Jiho Kim
,
Tackeun Kim
,
Edward Choi
Graph-Text Multi-Modal Pre-training for Medical Representation Learning.
CHIL
(2022)
Seongsu Bae
,
Daeyoung Kim
,
Jiho Kim
,
Edward Choi
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture.
ML4H@NeurIPS
(2021)
Seongsu Bae
,
Daeyoung Kim
,
Jiho Kim
,
Edward Choi
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture.
CoRR
(2021)