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OpenMedLM: Prompt engineering can out-perform fine-tuning in medical
  question-answering with open-source large language models

OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models

29 February 2024
Jenish Maharjan
A. Garikipati
N. Singh
Leo Cyrus
Mayank Sharma
M. Ciobanu
G. Barnes
R. Thapa
Q. Mao
R. Das
    LM&MAELM
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models"

9 / 9 papers shown
Title
Reasoning LLMs in the Medical Domain: A Literature Survey
Reasoning LLMs in the Medical Domain: A Literature Survey
Armin Berger
Sarthak Khanna
David Berghaus
R. Sifa
LM&MALRM
120
1
0
26 Aug 2025
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel OptimizationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Yang Jiao
Xiao Wang
Kai Yang
AAMLSILM
296
8
0
10 Apr 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions
Self-Evolving Multi-Agent Simulations for Realistic Clinical InteractionsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Mohammad Almansoori
Kemal Kurniawan
Hisham Cholakkal
793
11
0
28 Mar 2025
ASTRID -- An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems
ASTRID -- An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Mohita Chowdhury
Yajie Vera He
Jared Joselowitz
Aisling Higham
Ernest Lim
356
4
0
14 Jan 2025
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT
Jianping He
L. Rasmy
Degui Zhi
Cui Tao
123
2
0
03 Jan 2025
Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The
  Impact of Prompt Engineering and Knowledge Retrieval
Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The Impact of Prompt Engineering and Knowledge Retrieval
Iman Azimi
Mohan Qi
Li Wang
Amir M. Rahmani
Youlin Li
276
3
0
06 Aug 2024
Aloe: A Family of Fine-tuned Open Healthcare LLMs
Aloe: A Family of Fine-tuned Open Healthcare LLMs
Ashwin Kumar Gururajan
Enrique Lopez-Cuena
Jordi Bayarri-Planas
Adrián Tormos
Daniel Hinjos
...
Lucia Urcelay-Ganzabal
Marta Gonzalez-Mallo
Sergio Alvarez-Napagao
Eduard Ayguadé-Parra
Ulises Cortés Dario Garcia-Gasulla
ELMLM&MA
251
27
0
03 May 2024
LLM-RadJudge: Achieving Radiologist-Level Evaluation for X-Ray Report
  Generation
LLM-RadJudge: Achieving Radiologist-Level Evaluation for X-Ray Report Generation
Zilong Wang
Xufang Luo
Xinyang Jiang
Dongsheng Li
Lili Qiu
LM&MA
171
14
0
01 Apr 2024
Yi: Open Foundation Models by 01.AI
Yi: Open Foundation Models by 01.AI
01. AI
Alex Young
01.AI Alex Young
Bei Chen
Chao Li
...
Yue Wang
Yuxuan Cai
Zhenyu Gu
Zhiyuan Liu
Zonghong Dai
OSLMLRM
681
751
0
07 Mar 2024
1