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From Beginner to Expert: Modeling Medical Knowledge into General LLMs
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From Beginner to Expert: Modeling Medical Knowledge into General LLMs

Qiang Li
Xiaoyan Yang
Haowen Wang
Qin Wang
Lei Liu
Junjie Wang
Yang Zhang
Mingyuan Chu
Sen Hu
Yicheng Chen
Yue Shen
Cong Fan
Wangshu Zhang
Teng Xu
Jinjie Gu
Jing Zheng
Guannan Zhang
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Papers citing "From Beginner to Expert: Modeling Medical Knowledge into General LLMs"

12 / 12 papers shown
Title
The Rise of Small Language Models in Healthcare: A Comprehensive Survey
The Rise of Small Language Models in Healthcare: A Comprehensive Survey
Muskan Garg
Shaina Raza
Shebuti Rayana
Xingyi Liu
Sunghwan Sohn
LM&MAAILaw
164
2
0
23 Apr 2025
How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?
How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?
Rahul Thapa
Andrew Li
Qingyang Wu
Bryan He
Yuki Sahashi
...
Angela Zhang
Ben Athiwaratkun
Shuaiwen Leon Song
David Ouyang
James Zou
LM&MA
174
0
0
19 Apr 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval
Yu Zhang
Shutong Qiao
Jiaqi Zhang
Tzu-Heng Lin
Chen Gao
Yongqian Li
LM&RoLM&MA
260
3
0
07 Mar 2025
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification
Sorouralsadat Fatemi
Yuheng Hu
Maryam Mousavi
105
4
0
04 Nov 2024
Intermittent Semi-working Mask: A New Masking Paradigm for LLMs
Intermittent Semi-working Mask: A New Masking Paradigm for LLMs
Mingcong Lu
Jiangcai Zhu
Wang Hao
Zheng Li
Shusheng Zhang
Kailai Shao
Chao Chen
Nan Li
Feng Wang
Xin Lu
65
0
0
01 Aug 2024
CollectiveSFT: Scaling Large Language Models for Chinese Medical Benchmark with Collective Instructions in Healthcare
CollectiveSFT: Scaling Large Language Models for Chinese Medical Benchmark with Collective Instructions in Healthcare
Jingwei Zhu
Minghuan Tan
Min Yang
Ruixue Li
Hamid Alinejad-Rokny
ALMLM&MA
78
0
0
29 Jul 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations
Jinqiang Wang
Huansheng Ning
Yi Peng
Qikai Wei
Daniel Tesfai
Wenwei Mao
Tao Zhu
Runhe Huang
LM&MAAI4MHELM
143
8
0
14 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions
Lei Liu
Xiaoyan Yang
Junchi Lei
Xiaoyang Liu
Yue Shen
...
Peng Wei
Jinjie Gu
Zhixuan Chu
Zhan Qin
Kui Ren
LM&MAAILaw
100
18
0
06 Jun 2024
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices
Jamil Zaghir
Marco Naguib
Mina Bjelogrlic
Aurélie Névéol
Xavier Tannier
Christian Lovis
AI4CELM&MA
83
6
0
02 May 2024
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm
Lei Liu
Xiaoyan Yang
Fangzhou Li
Chenfei Chi
Yue Shen
...
Liya Ma
Qing Cui
Wei Xue
Yiran Huang
Jinjie Gu
LM&MAELM
74
12
0
25 Mar 2024
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review
Huizi Yu
Lizhou Fan
Lingyao Li
Jiayan Zhou
Zihui Ma
...
Sijia He
Mingyu Jin
Yongfeng Zhang
Ashvin Gandhi
Xin Ma
LM&MA
111
14
0
24 Mar 2024
RJUA-QA: A Comprehensive QA Dataset for Urology
RJUA-QA: A Comprehensive QA Dataset for Urology
Shiwei Lyu
Chenfei Chi
Hongbo Cai
Lei Shi
Xiaoyan Yang
...
Xiaowei Ma
Yue Shen
Jinjie Gu
Wei Xue
Yiran Huang
LM&MA
56
3
0
15 Dec 2023

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