Publications

MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education

Dongsuk Jang, Ziyao Shangguan, Kyle Tegtmeyer, Anurag Gupta, Jan Czerminski, Sophie Chheang, Arman Cohan

EMNLP 2025 System Demo, 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

Dongsuk Jang, Alan Li, Arman Cohan

CL4Health @ NAACL, 2025

Solving enhanced healthcare qa summarization issues with MoA and some other approaches.

LoraMap: Harnessing the Power of LoRA Connections

Hyeryun Park, Jeongwon Kwak, Dongsuk Jang, Sumin Park, Jinwook Choi

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

Dongsuk Jang, Hyeryun Park, Jiye Son, Hyeonuk Hwang, Su-jin Kim, Jinwook Choi

AMIA Informatics Summit, 2024

Automated Information Extraction from Thyroid Operation Narrative with LLMs and ELECTRA model.