Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2404.14779
Cited By
Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
23 April 2024
Clément Christophe
Praveen K Kanithi
Prateek Munjal
Tathagata Raha
Nasir Hayat
Ronnie Rajan
Ahmed Al-Mahrooqi
Avani Gupta
Muhammad Umar Salman
Gurpreet Gosal
Bhargav Kanakiya
Charles Chen
Natalia Vassilieva
Boulbaba Ben Amor
Marco AF Pimentel
Shadab Khan
AI4MH
LM&MA
Re-assign community
ArXiv
PDF
HTML
Papers citing
"Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches"
12 / 12 papers shown
Title
Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis
Shuang Zhou
Jiashuo Wang
Zidu Xu
Song Wang
David Brauer
...
Zaifu Zhan
Yu Hou
Mingquan Lin
Genevieve B. Melton
Rui Zhang
38
0
0
06 May 2025
ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs
Fahmida Liza Piya
Rahmatollah Beheshti
44
0
0
23 Apr 2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support
G. Wang
Minyu Gao
Shuai Yang
Ya Zhang
Lizhi He
...
Yexuan Zhang
Wanyue Li
Lu Chen
Jintao Fei
Xin Li
62
1
0
25 Feb 2025
Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style
Xueran Han
Yuhan Liu
Mingzhe Li
W. Liu
Sen Hu
Rui Yan
Zhiqiang Xu
Xiuying Chen
59
0
0
24 Feb 2025
Do Language Models Understand Time?
Xi Ding
Lei Wang
162
0
0
18 Dec 2024
The Potential of LLMs in Medical Education: Generating Questions and Answers for Qualification Exams
Yunqi Zhu
Wen Tang
Ying Sun
Xuebing Yang
Liyang Dou
Yifan Gu
Yuanyuan Wu
Wensheng Zhang
Ying Sun
Xuebing Yang
LM&MA
ELM
38
1
0
31 Oct 2024
Do Large Language Models Align with Core Mental Health Counseling Competencies?
Viet Cuong Nguyen
Mohammad Taher
Dongwan Hong
Vinicius Konkolics Possobom
Vibha Thirunellayi Gopalakrishnan
...
Zihang Li
H. J. Soled
Michael L. Birnbaum
Srijan Kumar
M. D. Choudhury
ELM
LM&MA
AI4MH
39
3
0
29 Oct 2024
UltraMedical: Building Specialized Generalists in Biomedicine
Kaiyan Zhang
Sihang Zeng
Ermo Hua
Ning Ding
Zhang-Ren Chen
...
Xuekai Zhu
Xingtai Lv
Hu Jinfang
Zhiyuan Liu
Bowen Zhou
LM&MA
39
19
0
06 Jun 2024
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
PMC-LLaMA: Towards Building Open-source Language Models for Medicine
Chaoyi Wu
Weixiong Lin
Xiaoman Zhang
Ya-Qin Zhang
Yanfeng Wang
Weidi Xie
LM&MA
AI4MH
86
74
0
27 Apr 2023
The Power of Scale for Parameter-Efficient Prompt Tuning
Brian Lester
Rami Al-Rfou
Noah Constant
VPVLM
278
3,784
0
18 Apr 2021
PubMedQA: A Dataset for Biomedical Research Question Answering
Qiao Jin
Bhuwan Dhingra
Zhengping Liu
William W. Cohen
Xinghua Lu
202
791
0
13 Sep 2019
1