publications

2025

1. EMNLP

   

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

   Dongsuk Jang, Ziyao Shangguan, Kyle Tegtmeyer, and 4 more authors

   In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2025

   Abs arXiv Video Code

   A novel system designed to augment resident training by automatically generating evidence-based educational content from clinical case reports.

2. NAACL

   

   Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization

   Dongsuk Jang, Alan Li, and Arman Cohan

   In CL4Health Workshop at NAACL, 2025

   Abs arXiv Code

   Solving enhanced healthcare QA summarization issues with MoA and other approaches.

2024

1. arXiv

   

   LoraMap: Harnessing the Power of LoRA Connections

   Hyeryun Park, Jeongwon Kwak, Dongsuk Jang, and 2 more authors

   arXiv preprint arXiv:2408.16264, 2024

   Abs arXiv

   Suggesting advanced LoRA connection method.

2. AMIA

   

   Automated Information Extraction from Thyroid Operation Narrative: A Comparative Study of GPT-4 and Fine-tuned KoELECTRA

   Dongsuk Jang, Hyeryun Park, Jiye Son, and 3 more authors

   In AMIA Informatics Summit, 2024

   Abs HTML Video

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