Gyubok Lee
9 papers · 2020–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(8)
Applications
(8)
Artificial Intelligence
(4)
Machine Learning
(4)
Healthcare & Medicine
(3)
Application Areas
(3)
Clinical
(3)
Core AI
(3)
Deep Learning
(2)
Computer Vision
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
electronic health record
(5)
question answering
(3)
clinical note
(2)
sql generation
(2)
large language model
(2)
structured data
(2)
natural language queries
(1)
medical text
(1)
compositional generalization
(1)
clinical analysis
(1)
synthetic data
(1)
chest x-ray
(1)
consistency verification
(1)
structured table
(1)
medical visual question answering
(1)
terminology translation
(1)
natural language interface
(1)
lexically constrained translation
(1)
clinical nlp
(1)
cross-modal reasoning
(1)
Papers
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
NeurIPS 2024
EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records
ACL 2024
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records
NAACL 2024
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
ACL 2024
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
NeurIPS 2023
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
NeurIPS 2023
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
NeurIPS 2022
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction
ACL 2021
Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding
ECCV 2020