AlpaCare:Instruction-tuned Large Language Models for Medical Application

23 October 2023

Papers citing "AlpaCare:Instruction-tuned Large Language Models for Medical Application"

49 / 49 papers shown

Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 76 0 0 29 Apr 2025
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
Supervised Optimism Correction: Be Confident When LLMs Are Sure J. Zhang Rushuai Yang Shunyu Liu Ting-En Lin Fei Huang Yi Chen Y. Li Dacheng Tao OffRL 20 0 0 10 Apr 2025
The Illusionist's Prompt: Exposing the Factual Vulnerabilities of Large Language Models with Linguistic Nuances Yining Wang Y. Wang Xi Li Mi Zhang Geng Hong Min Yang AAML HILM 60 0 0 01 Apr 2025
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records Hejie Cui Alyssa Unell Bowen Chen Jason Alan Fries Emily Alsentzer Sanmi Koyejo N. Shah 74 0 0 06 Mar 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 68 8 0 28 Jan 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 46 3 0 08 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
LLMs Can Simulate Standardized Patients via Agent Coevolution Zhuoyun Du Lujie Zheng Renjun Hu Yuyang Xu X. Li Ying Sun Wei Chen Jian Wu Haolei Cai Haohao Ying LM&MA 76 3 0 16 Dec 2024
A Benchmark for Long-Form Medical Question Answering Pedram Hosseini Jessica M. Sin Bing Ren Bryceton G. Thomas Elnaz Nouri Ali Farahanchi Saeed Hassanpour ELM LM&MA AI4MH 33 0 0 14 Nov 2024
Causality for Large Language Models Anpeng Wu Kun Kuang Minqin Zhu Yingrong Wang Yujia Zheng Kairong Han B. Li Guangyi Chen Fei Wu Kun Zhang LRM 44 4 0 20 Oct 2024
MedINST: Meta Dataset of Biomedical Instructions Wenhan Han Meng Fang Zihan Zhang Yu Yin Zirui Song Ling-Hao Chen Mykola Pechenizkiy Qingyu Chen LM&MA 23 1 0 17 Oct 2024
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server Wenhao Wang Xiaoyu Liang Rui Ye Jingyi Chai Siheng Chen Yanfeng Wang SyDa 13 3 0 08 Oct 2024
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation Zezhou Wang Yaxin Du Zhuzhong Qian Yugang Jiang Zhuzhong Qian Siheng Chen FedML 35 0 0 30 Sep 2024
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 26 7 0 15 Sep 2024
Towards Democratizing Multilingual Large Language Models For Medicine Through A Two-Stage Instruction Fine-tuning Approach Meng Zhou Surajsinh Parmar Anubhav Bhatti LM&MA 25 0 0 09 Sep 2024
A Survey for Large Language Models in Biomedicine Chong Wang Mengyao Li Junjun He Zhongruo Wang Erfan Darzi ... Yi Yu Pietro Liò Tianyun Wang Yu Guang Wang Yiqing Shen LM&MA 34 5 0 29 Aug 2024
CTP-LLM: Clinical Trial Phase Transition Prediction Using Large Language Models Michael Reinisch Jianfeng He C. Liao Sauleh Ahmad Siddiqui Bei Xiao 21 1 0 20 Aug 2024
Towards Efficient Large Language Models for Scientific Text: A Review H. To Ming Liu Guangyan Huang 35 1 0 20 Aug 2024
GP-VLS: A general-purpose vision language model for surgery Samuel Schmidgall Joseph Cho C. Zakka W. Hiesinger LM&MA 44 3 0 27 Jul 2024
Aqulia-Med LLM: Pioneering Full-Process Open-Source Medical Language Models Lulu Zhao Weihao Zeng Xiaofeng Shi Hua Zhou Donglin Hao Yonghua Lin LM&MA 20 1 0 18 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 40 17 0 16 Jun 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 33 4 0 14 Jun 2024
ReadCtrl: Personalizing text generation with readability-controlled instruction learning Hieu Tran Zonghai Yao Lingxi Li Hong-ye Yu 37 2 0 13 Jun 2024
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature David Wadden Kejian Shi Jacob Morrison Aakanksha Naik Shruti Singh ... Luca Soldaini Shannon Zejiang Shen Doug Downey Hannaneh Hajishirzi Arman Cohan 42 11 0 10 Jun 2024
MedExQA: Medical Question Answering Benchmark with Multiple Explanations Yunsoo Kim Jinge Wu Yusuf Abdulle Honghan Wu ELM 40 0 0 10 Jun 2024
Efficient Knowledge Infusion via KG-LLM Alignment Zhouyu Jiang Ling Zhong Mengshu Sun Jun Xu Rui Sun Hui Cai Shuhan Luo Zhiqiang Zhang 24 9 0 06 Jun 2024
Token-wise Influential Training Data Retrieval for Large Language Models Huawei Lin Jikai Long Zhaozhuo Xu Weijie Zhao 37 3 0 20 May 2024
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law Z. Chen Jing Ma Xinlu Zhang Nan Hao An Yan Armineh Nourbakhsh Xianjun Yang Julian McAuley Linda R. Petzold William Yang Wang ELM AILaw 26 32 0 02 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 37 62 0 25 Apr 2024
Large Language Models in the Clinic: A Comprehensive Benchmark Andrew Liu Hongjian Zhou Yining Hua Omid Rohanian Anshul Thakur Lei A. Clifton David A. Clifton AI4MH LM&MA 28 6 0 25 Apr 2024
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Hyunjae Kim Hyeon Hwang Jiwoo Lee Sihyeon Park Dain Kim Taewhoo Lee Chanwoong Yoon Jiwoong Sohn Donghee Choi Jaewoo Kang ELM AI4MH LRM 40 16 0 30 Mar 2024
Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning Yiming Huang Xiao Liu Yeyun Gong Zhibin Gou Yelong Shen Nan Duan Weizhu Chen AIMat LRM 50 35 0 04 Mar 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 29 31 0 28 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 42 94 0 20 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
A Closer Look at the Limitations of Instruction Tuning Sreyan Ghosh Chandra Kiran Reddy Evuru Sonal Kumar Reddy Evuru Deepali Aneja Zeyu Jin R. Duraiswami Dinesh Manocha ALM 75 14 0 03 Feb 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 6 27 0 27 Jan 2024
PLLaMa: An Open-source Large Language Model for Plant Science Xianjun Yang Junfeng Gao Wenxin Xue Erik Alexandersson 17 17 0 03 Jan 2024
Quokka: An Open-source Large Language Model ChatBot for Material Science Xianjun Yang Stephen D. Wilson Linda R. Petzold OSLM 14 1 0 02 Jan 2024
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 22 134 0 16 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 102 0 09 Nov 2023
BioInstruct: Instruction Tuning of Large Language Models for Biomedical Natural Language Processing Hieu Tran Zhichao Yang Zonghai Yao Hong-ye Yu ALM LM&MA 24 23 0 30 Oct 2023
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records Scott L. Fleming Alejandro Lozano W. Haberkorn Jenelle A. Jindal E. Reis ... Jonathan H. Chen Keith Morse Emma Brunskill Jason Alan Fries N. Shah LM&MA 11 52 0 27 Aug 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 154 576 0 06 Apr 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 114 366 0 24 Mar 2023
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 245 460 0 06 Jan 2021
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 196 791 0 13 Sep 2019