Sunjae Kwon
13 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(10)
🧬
Topic Evolution
🌈
Renaissance Researcher
(6)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
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Keyword Collector
(68)
Venues
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Research topics
Artificial Intelligence
(10)
Natural Language Processing
(9)
Machine Learning
(7)
Core AI
(7)
Deep Learning
(4)
Applications
(4)
Learning Types · Deep Learning
(4)
Healthcare & Medicine
(3)
Application Areas
(3)
Clinical
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Interdisciplinary
(2)
Generation
(2)
Linguistics
(2)
Keywords
patient education
(3)
electronic health record
(3)
prompt engineering
(2)
multi-agent system
(2)
few-shot learning
(2)
text classification
(2)
large language model
(2)
transfer learning
(2)
conversational ai
(2)
domain adaptation
(2)
biomedical named entity recognition
(2)
medical jargon
(2)
autoregressive generation
(1)
information retrieval
(1)
text generation
(1)
bayesian inference
(1)
text simplification
(1)
question answering
(1)
medical nlp
(1)
reading comprehension
(1)
Papers
Chatbot To Help Patients Understand Their Health
EMNLP 2025
DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge
EMNLP 2025
Blocks Architecture (BloArk): Efficient, Cost-Effective, and Incremental Dataset Architecture for Wikipedia Revision History
EMNLP 2024
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes
NAACL 2024
ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection
NAACL 2024
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP
EMNLP 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis
NAACL 2024
CR-COPEC: Causal Rationale of Corporate Performance Changes to learn from Financial Reports
EMNLP 2023
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt
AAAI 2023
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information
ACL 2023
MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score
EMNLP 2022
The Global Banking Standards QA Dataset (GBS-QA)
EMNLP 2021
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph
COLING 2018