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MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical
  Question Answering
v1v2 (latest)

MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering

27 September 2023
Takuya Higuchi
Shaochen Xu
Avamarie Brueggeman
Zheng Liu
Tianming Liu
Xiang Li
Ninghao Liu
    RALM
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering"

17 / 17 papers shown
Build AI Assistants using Large Language Models and Agents to Enhance the Engineering Education of Biomechanics
Hanzhi Yan
Qin Lu
Xianqiao Wang
Xiaoming Zhai
Tianming Liu
He Li
LLMAG
205
0
0
19 Nov 2025
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights
Hyunjae Kim
Jiwoong Sohn
Aidan Gilson
Nicholas Cochran-Caggiano
Serina S Applebaum
...
James Zou
Andrew Taylor
Arman Cohan
Hua Xu
Qingyu Chen
RALMLM&MA
360
4
0
10 Nov 2025
Mitigating Hallucination in Large Language Models (LLMs): An Application-Oriented Survey on RAG, Reasoning, and Agentic Systems
Mitigating Hallucination in Large Language Models (LLMs): An Application-Oriented Survey on RAG, Reasoning, and Agentic Systems
Yihan Li
Xiyuan Fu
Ghanshyam Verma
P. Buitelaar
Mingming Liu
LRM
192
2
0
28 Oct 2025
CrashSage: A Large Language Model-Centered Framework for Contextual and Interpretable Traffic Crash Analysis
CrashSage: A Large Language Model-Centered Framework for Contextual and Interpretable Traffic Crash Analysis
Hao Zhen
Jidong J. Yang
266
3
0
08 May 2025
Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs
Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs
Yingjian Chen
Feiyang Li
Xingyu Song
Tianxiao Li
Zixin Xu
Xiujie Chen
Issey Sukeda
Irene Li
497
0
0
15 Apr 2025
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended
  medical question answering
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Ojas Gramopadhye
Saeel Sandeep Nachane
Prateek Chanda
Ganesh Ramakrishnan
Kshitij S. Jadhav
Yatin Nandwani
Lucian Popa
Sachindra Joshi
LM&MAELMLRM
251
60
0
07 Mar 2024
Reasoning before Comparison: LLM-Enhanced Semantic Similarity Metrics
  for Domain Specialized Text Analysis
Reasoning before Comparison: LLM-Enhanced Semantic Similarity Metrics for Domain Specialized Text Analysis
Shaochen Xu
Zihao Wu
Huaqin Zhao
Peng Shu
Zheng Liu
Wenxiong Liao
Sheng Li
Andrea Sikora
Tianming Liu
Xiang Li
252
34
0
17 Feb 2024
PACE: A Pragmatic Agent for Enhancing Communication Efficiency Using
  Large Language Models
PACE: A Pragmatic Agent for Enhancing Communication Efficiency Using Large Language Models
Jiaxuan Li
Minxi Yang
Dahua Gao
Wenlong Xu
Guangming Shi
188
0
0
30 Jan 2024
Revolutionizing Finance with LLMs: An Overview of Applications and Insights
Revolutionizing Finance with LLMs: An Overview of Applications and Insights
Huaqin Zhao
Zheng Liu
Zihao Wu
Yiwei Li
Tianze Yang
...
Zeyu Zhang
Gengchen Mai
Ninghao Liu
Tianming Liu
Tianming Liu
AIFin
311
146
0
22 Jan 2024
Large Language Models for Robotics: Opportunities, Challenges, and
  Perspectives
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives
Yuan Liu
Zihao Wu
Yiwei Li
Hanqi Jiang
Peng Shu
...
Lin Zhao
Bao Ge
Xiang Li
Tianming Liu
Shu Zhang
LM&Ro
248
140
0
09 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models
A Comprehensive Study of Knowledge Editing for Large Language Models
Ningyu Zhang
Yunzhi Yao
Bo Tian
Peng Wang
Shumin Deng
...
Lei Liang
Qing Cui
Xiao-Jun Zhu
Jun Zhou
Huajun Chen
KELM
513
126
0
02 Jan 2024
Ophtha-LLaMA2: A Large Language Model for Ophthalmology
Ophtha-LLaMA2: A Large Language Model for Ophthalmology
Huan Zhao
Qiang Ling
Yi Pan
Tianyang Zhong
Jin-Yu Hu
...
Zihao Wu
Zheng Liu
Xi Jiang
Tianming Liu
Yi Shao
LM&MA
253
14
0
08 Dec 2023
Evaluating multiple large language models in pediatric ophthalmology
Evaluating multiple large language models in pediatric ophthalmology
J. Holmes
Rui Peng
Yiwei Li
Jinyu Hu
Zheng Liu
...
Wei Liu
Hong Wei
Jie Zou
Tianming Liu
Yi Shao
AI4EdELMLM&MA
175
7
0
07 Nov 2023
Graph Neural Prompting with Large Language Models
Graph Neural Prompting with Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023
Yijun Tian
Huan Song
Zichen Wang
Haozhu Wang
Ziqing Hu
Fang Wang
Nitesh Chawla
Panpan Xu
AI4CE
448
75
0
27 Sep 2023
SAMAug: Point Prompt Augmentation for Segment Anything Model
SAMAug: Point Prompt Augmentation for Segment Anything Model
Haixing Dai
Chong Ma
Zhiling Yan
Zheng Liu
Enze Shi
...
Wen Liu
Shijie Zhao
Lichao Sun
Shu Zhang Tianming Liu
Xiang Li
VLM
413
54
0
03 Jul 2023
Differentiate ChatGPT-generated and Human-written Medical Texts
Differentiate ChatGPT-generated and Human-written Medical TextsJMIR Medical Education (JMIR Med Educ), 2023
Wenxiong Liao
Zheng Liu
Haixing Dai
Shaochen Xu
Zihao Wu
...
Xiaoke Huang
Dajiang Zhu
Hongmin Cai
Tianming Liu
Xiang Li
LM&MADeLMOMedImAI4MH
173
78
0
23 Apr 2023
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
Zheng-Long Liu
Yue Huang
Xiao-Xing Yu
Lu Zhang
Zihao Wu
...
Hongtu Zhu
Shijie Zhao
Tianming Liu
D. Zhu
Xiang Li
MedImLM&MA
302
211
0
20 Mar 2023
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