Publications

MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education
Under Review at EMNLP System Demonstrations, 2025
A novel system designed to augment resident training by automatically generating evidence-based educational content from clinical case reports.

Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization
CL4Health @ NAACL, 2025
Solving enhanced healthcare qa summarization issues with MoA and some other approaches.

LoraMap: Harnessing the Power of LoRA Connections
arXiv Preprint, 2024
Suggesting advanced LoRA connection method.

Automated Information Extraction from Thyroid Operation Narrative: A Comparative Study of GPT-4 and Fine-tuned KoELECTRA
AMIA Informatics Summit, 2024
Automated Information Extraction from Thyroid Operation Narrative with LLMs and ELECTRA model.