Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 84 0 0 29 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
CUPCase: Clinically Uncommon Patient Cases and Diagnoses Dataset Oriel Perets Ofir Ben Shoham Nir Grinberg Nadav Rappoport ELM 39 0 0 08 Mar 2025
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering Jiwoong Sohn Yein Park Chanwoong Yoon Sihyeon Park Hyeon Hwang Mujeen Sung Hyunjae Kim Jaewoo Kang RALM 57 6 0 01 Nov 2024
Large Model Strategic Thinking, Small Model Efficiency: Transferring Theory of Mind in Large Language Models Nunzio Lorè Alireza Ilami Babak Heydari LRM 37 0 0 05 Aug 2024
LAPIS: Language Model-Augmented Police Investigation System Heedou Kim Dain Kim Jiwoo Lee Chanwoong Yoon Donghee Choi Mogan Gim Jaewoo Kang RALM 21 1 0 19 Jul 2024
Lightweight Large Language Model for Medication Enquiry: Med-Pal Kabilan Elangovan J. Ong Liyuan Jin Benjamin Jun Jie Seng Yu Heng Kwan ... Justina Koi Li Ma Yuhe Ke Nan Liu K. Giacomini Daniel Ting AI4MH LM&MA 35 1 0 02 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
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 20 0 06 Jun 2024
Multiple Choice Questions and Large Languages Models: A Case Study with Fictional Medical Data Maxime Griot Jean Vanderdonckt D. Yüksel C. Hemptinne AI4Ed ELM LM&MA 40 5 0 04 Jun 2024
MedConceptsQA: Open Source Medical Concepts QA Benchmark Ofir Ben Shoham Nadav Rappoport AI4MH ELM 24 6 0 12 May 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 34 31 0 28 Feb 2024
Me LLaMA: Foundation Large Language Models for Medical Applications Qianqian Xie Qingyu Chen Aokun Chen C.A.I. Peng Yan Hu ... Huan He Lucila Ohno-Machido Yonghui Wu Hua Xu Jiang Bian LM&MA AI4MH 70 3 0 20 Feb 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 96 191 0 15 Feb 2024
K-QA: A Real-World Medical Q&A Benchmark Itay Manes Naama Ronn David Cohen Ran Ilan Ber Zehavi Horowitz-Kugler Gabriel Stanovsky LM&MA HILM AI4MH 20 11 0 25 Jan 2024
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Shubo Tian Qiao Jin Lana Yeganova Po-Ting Lai Qingqing Zhu ... Donald C. Comeau R. Islamaj Aadit Kapoor Xin Gao Zhiyong Lu LM&MA MedIm AI4MH 106 206 0 15 Jun 2023
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 78 252 0 22 May 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 114 373 0 24 Mar 2023
Almanac: Retrieval-Augmented Language Models for Clinical Medicine C. Zakka Akash Chaurasia R. Shad Alex R. Dalal Jennifer L. Kim ... Kathleen Boyd Karen Hirsch C. Langlotz Joanna Nelson W. Hiesinger LM&MA 96 142 0 01 Mar 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,217 0 21 Mar 2022
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 303 11,881 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 8,402 0 28 Jan 2022