From the 1 of 4 linked papers with an AI index.
4 papers
Is the Geometry Doing the Work? An Operating-Point Audit of Hierarchy in Hyperbolic Vision-Language Models
Jaeyoung Kim, Eunseok Kim, Dongsuk Jang
The paper audits several hyperbolic vision‑language models to determine whether they truly exploit hyperbolic geometry for hierarchical representation, finding that the models rema…
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…