Hyeon Hwang
6 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (5)
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Taxonomy Completionist
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Hot Topic Early Bird
Conferences
ACL (2)
EMNLP (2)
NAACL (2)
Top co-authors
Keywords
question answering
(2)
retrieval-augmented generation
(2)
medical question answering
(2)
large language model
(2)
document retrieval
(1)
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)
Papers
Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models
ACL 2025
DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework
ACL 2025
Assessing LLM Reasoning Steps via Principal Knowledge Grounding
EMNLP 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