Hyeon Hwang
6 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(4)
Core AI
(4)
Machine Learning
(3)
Applications
(3)
Deep Learning
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
question answering
(2)
retrieval-augmented generation
(2)
medical question answering
(2)
large language model
(2)
synthetic data generation
(1)
outlier detection
(1)
text retrieval
(1)
electronic health record
(1)
evaluation metric
(1)
reasoning verification
(1)
multi-hop reasoning
(1)
agent collaboration
(1)
zero-shot inference
(1)
knowledge grounding
(1)
evidence retrieval
(1)
small language model
(1)
activation outlier
(1)
context compression
(1)
4-bit quantization
(1)
optimizer design
(1)
Papers
Assessing LLM Reasoning Steps via Principal Knowledge Grounding
EMNLP 2025
DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework
ACL 2025
Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models
ACL 2025
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering
NAACL 2025
CompAct: Compressing Retrieved Documents Actively for Question Answering
EMNLP 2024
KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction
NAACL 2024