Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2312.01040
Cited By
From Beginner to Expert: Modeling Medical Knowledge into General LLMs
2 December 2023
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
LM&MA
ELM
AI4MH
Re-assign community
ArXiv
PDF
HTML
Papers citing
"From Beginner to Expert: Modeling Medical Knowledge into General LLMs"
18 / 18 papers shown
Title
The Rise of Small Language Models in Healthcare: A Comprehensive Survey
Muskan Garg
Shaina Raza
Shebuti Rayana
Xingyi Liu
Sunghwan Sohn
LM&MA
AILaw
87
0
0
23 Apr 2025
How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?
Rahul Thapa
Andrew Li
Qingyang Wu
B. He
Yuki Sahashi
...
Angela Zhang
Ben Athiwaratkun
S. Song
David Ouyang
James Y. Zou
LM&MA
45
0
0
19 Apr 2025
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
Y. Li
LM&Ro
LM&MA
82
0
0
07 Mar 2025
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification
Sorouralsadat Fatemi
Yuheng Hu
Maryam Mousavi
26
0
0
04 Nov 2024
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
30
0
0
01 Aug 2024
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
ALM
LM&MA
32
0
0
29 Jul 2024
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&MA
AI4MH
ELM
36
4
0
14 Jun 2024
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&MA
AILaw
34
14
0
06 Jun 2024
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
AI4CE
LM&MA
27
6
0
02 May 2024
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm
Lei Liu
Xiaoyan Yang
Fangzhou Li
Chenfei Chi
Yue Shen
...
Liya Ma
Zhiqiang Zhang
Wei Xue
Yiran Huang
Jinjie Gu
LM&MA
ELM
23
10
0
25 Mar 2024
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
32
11
0
24 Mar 2024
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
26
3
0
15 Dec 2023
A Study of Generative Large Language Model for Medical Research and Healthcare
C.A.I. Peng
Xi Yang
Aokun Chen
Kaleb E. Smith
Nima M. Pournejatian
...
W. Hogan
E. Shenkman
Yi Guo
Jiang Bian
Yonghui Wu
LM&MA
ELM
AI4MH
140
238
0
22 May 2023
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
Jianquan Li
Xidong Wang
Xiangbo Wu
Zhiyi Zhang
Xiaolong Xu
Jie Fu
Prayag Tiwari
Xiang Wan
Benyou Wang
LM&MA
63
40
0
02 May 2023
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
301
11,730
0
04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,261
0
28 Jan 2022
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
220
4,424
0
23 Jan 2020
PubMedQA: A Dataset for Biomedical Research Question Answering
Qiao Jin
Bhuwan Dhingra
Zhengping Liu
William W. Cohen
Xinghua Lu
199
791
0
13 Sep 2019
1