Hyunjae Kim
20 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (50) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Dynamic Duo
(18)
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Renaissance Researcher
(6)
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Unstoppable · Bronze
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Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(16)
Natural Language Processing
(14)
Artificial Intelligence
(13)
Core AI
(10)
Deep Learning
(8)
Learning Types · Machine Learning
(8)
Application Areas
(7)
Applications
(7)
Core Methods
(6)
Learning Types · Deep Learning
(5)
Resources & Methods
(5)
Healthcare & Medicine
(4)
Learning Paradigms
(4)
Understanding
(4)
Clinical
(3)
Keywords
named entity recognition
(4)
retrieval-augmented generation
(3)
question answering
(3)
synthetic data generation
(2)
knowledge base
(2)
vision-language model
(2)
dataset generation
(2)
medical reasoning
(2)
dataset creation
(1)
knowledge extraction
(1)
transfer learning
(1)
chain-of-thought reasoning
(1)
entity linking
(1)
information retrieval
(1)
weakly supervised learning
(1)
text classification
(1)
automatic speech recognition
(1)
model architecture
(1)
question generation
(1)
attention mechanism
(1)
Papers
Benchmarking Direct Preference Optimization for Medical Large Vision–Language Models
EACL 2026
MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning
ACL 2026
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage
NAACL 2025
Learning from Negative Samples in Biomedical Generative Entity Linking
ACL 2025
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
EMNLP 2025
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering
NAACL 2025
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions
COLING 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing
EACL 2024
KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction
NAACL 2024
Leveraging Adapter for Parameter-Efficient ASR Encoder
Interspeech 2024
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations
ACL 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization
ACL 2023
LIQUID: A Framework for List Question Answering Dataset Generation
AAAI 2023
KU_ED at SocialDisNER: Extracting Disease Mentions in Tweets Written in Spanish
COLING 2022
Simple Questions Generate Named Entity Recognition Datasets
EMNLP 2022
“Killing Me” Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism
EACL 2021
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering
ACL 2021
Look at the First Sentence: Position Bias in Question Answering
EMNLP 2020
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering
EMNLP 2018
Name Nationality Classification with Recurrent Neural Networks
IJCAI 2017