Integrating UMLS Knowledge into Large Language Models for Medical
Question Answering

Integrating UMLS Knowledge into Large Language Models for Medical Question Answering

4 October 2023

Edison Marrese-Taylor

Papers citing "Integrating UMLS Knowledge into Large Language Models for Medical Question Answering"

10 / 10 papers shown

Title
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs Yihan Lin Zhirong Bella Yu Simon Lee SyDa 51 0 0 20 Apr 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications Zhe Chen Yusheng Liao Shuyang Jiang Pingjie Wang Yu Guo Yucheng Wang Yu Wang 41 3 0 05 Jan 2025
oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness Y. Ke Liyuan Jin Kabilan Elangovan H. Abdullah Nan Liu ... J. Ong Chang Fu Kuo Shao-Chun Wu Vesela P. Kovacheva Daniel Ting RALM LM&MA 36 1 0 11 Oct 2024
Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models Nicholas J. Dobbins 37 2 0 24 May 2024
"I Wish There Were an AI": Challenges and AI Potential in Cancer Patient-Provider Communication Ziqi Yang Xuhai Xu Bingsheng Yao Jiachen Li Jennifer Bagdasarian G. Gao Dakuo Wang 40 3 0 20 Apr 2024
Development of a Reliable and Accessible Caregiving Language Model (CaLM) B. Parmanto Bayu Aryoyudanta Wilbert Soekinto Agus Setiawan Yuhan Wang Haomin Hu Andi Saptono Yong K Choi 37 0 0 11 Mar 2024
Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education Rui Yang Boming Yang Sixun Ouyang Tianwei She Aosong Feng Yuang Jiang Freddy Lecue Jinghui Lu Irene Z Li AI4Ed 39 5 0 22 Feb 2024
Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report Yuhe Ke Liyuan Jin Kabilan Elangovan H. Abdullah Nan Liu Alex Tiong Heng Sia Chai Rick Soh Joshua Yi Min Tung J. Ong Daniel Ting LM&MA 26 16 0 29 Jan 2024
Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation Rui Yang Qingcheng Zeng Keen You Yujie Qiao Lucas Huang ... Dragomir R. Radev Zhiyong Lu Hua Xu Qingyu Chen Irene Z Li ELM LM&MA 36 3 0 28 Nov 2023
Almanac: Retrieval-Augmented Language Models for Clinical Medicine C. Zakka Akash Chaurasia R. Shad Alex R. Dalal Jennifer L. Kim ... Kathleen Boyd Karen Hirsch C. Langlotz Joanna Nelson W. Hiesinger LM&MA 116 146 0 01 Mar 2023