4 citations · 5 across the 5 of their papers we have counts for
5 papers
Is the Geometry Doing the Work? An Operating-Point Audit of Hierarchy in Hyperbolic Vision-Language Models
Jaeyoung Kim, Eunseok Kim, Dongsuk Jang
Hyperbolic vision-language models are designed to encode abstraction geometrically: general concepts near the origin, specific ones farther out, and entailment cones representing d…
MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education
Dongsuk Jang, Ziyao Shangguan, Kyle Tegtmeyer +4
The learning process for medical residents presents significant challenges, demanding both the ability to interpret complex case reports and the rapid acquisition of accurate medic…
YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization
Dongsuk Jang, Alan Li, Arman Cohan
Automated summarization of healthcare community question-answering forums is challenging due to diverse perspectives presented across multiple user responses to each question. The…
LoraMap: Harnessing the Power of LoRA Connections
Hyeryun Park, Jeongwon Kwak, Dongsuk Jang +2
Fact-checking techniques can mitigate hallucinations in Large Language Models (LLMs), a prominent issue in specialized domains. As parameter-efficient techniques such as Low-Rank A…
Automated Information Extraction from Thyroid Operation Narrative: A Comparative Study of GPT-4 and Fine-tuned KoELECTRA
Dongsuk Jang, Hyeryun Park, Jiye Son +3
In the rapidly evolving field of healthcare, the integration of artificial intelligence (AI) has become a pivotal component in the automation of clinical workflows, ushering in a n…