Title
GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation Jialun Zhong Yanzeng Li Sen Hu Yang Zhang Teng Xu Lei Zou LM&MA 7 0 0 19 May 2025
MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models Xiaomin Li Mingye Gao Yuexing Hao Taoran Li Guangya Wan Zihan Wang Yijun Wang LM&MA ELM AI4MH 24 0 0 16 May 2025
MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks Wenqi Zeng Yuqi Sun Chenxi Ma Weimin Tan Bo Yan LM&MA VLM 55 0 0 09 May 2025
A Typology of Synthetic Datasets for Dialogue Processing in Clinical Contexts Steven Bedrick A. Seza Doğruöz Sergiu Nisioi 229 0 0 05 May 2025
Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization Wataru Kawakami Keita Suzuki Junichiro Iwasawa LRM 75 0 0 25 Apr 2025
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent Liang-bo Ning Shijie Wang Wenqi Fan Qing Li Xin Xu Hao Chen Feiran Huang AAML 30 17 0 13 Apr 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? Kai Yan Yufei Xu Zhengyin Du Xuesong Yao Zhilin Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 95 4 0 01 Apr 2025
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI Alejandro Lozano Min Woo Sun James Burgess Jeffrey Nirschl Christopher Polzak ... Xiaohan Wang Alfred Seunghoon Song Chiang Chia-Chun Robert Tibshirani Serena Yeung-Levy LM&MA 102 1 0 26 Mar 2025
Image-to-Text for Medical Reports Using Adaptive Co-Attention and Triple-LSTM Module Yishen Liu Shengda Liu Hudan Pan MedIm 55 0 0 24 Mar 2025
Baichuan-M1: Pushing the Medical Capability of Large Language Models Binghui Wang Haizhou Zhao Huozhi Zhou Liang Song Mingyu Xu ... Yan Zhang Yifei Duan Yuyan Zhou Zhi-Ming Ma Zhikai Wu LM&MA ELM AI4MH 42 4 0 18 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 107 155 0 28 Jan 2025
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts Guorui Zheng Xidong Wang Juhao Liang Nuo Chen Yuping Zheng Benyou Wang MoE 37 5 0 14 Oct 2024
Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment Chengfeng Dou Y. Zhang Zhi Jin Wenpin Jiao Haiyan Zhao Yongqiang Zhao Zhengwei Tao 35 0 0 05 Oct 2024
TravelAgent: An AI Assistant for Personalized Travel Planning Aili Chen Xuyang Ge Ziquan Fu Yanghua Xiao Jiangjie Chen LLMAG 48 8 0 12 Sep 2024
DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model Nan Xie Yuelin Bai Hengyuan Gao Feiteng Fang Qixuan Zhao Zhijian Li Ziqiang Xue Liang Zhu Shiwen Ni Min Yang ELM AILaw 18 0 0 01 Aug 2024
Fine-Tuning Medical Language Models for Enhanced Long-Contextual Understanding and Domain Expertise Qimin Yang Rongsheng Wang Jiexin Chen Runqi Su Tao Tan LM&MA AI4MH 37 3 0 16 Jul 2024
TCM-FTP: Fine-Tuning Large Language Models for Herbal Prescription Prediction Xingzhi Zhou Xin Dong Chunhao Li Yuning Bai Yulong Xu ... Simon See Xinpeng Song Runshun Zhang Xuezhong Zhou Nevin L. Zhang LM&MA 42 3 0 15 Jul 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs Sujan Dutta Sayantan Mahinder R. Anantha Bortik Bandyopadhyay ALM 39 4 0 28 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 51 5 0 14 Jun 2024
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models Jiankun Wang Sumyeong Ahn Taykhoom Dalal Xiaodan Zhang Weishen Pan Qiannan Zhang Bin Chen H. H. Dodge Fei Wang Jiayu Zhou LM&MA 31 1 0 26 May 2024
Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People Xidong Wang Nuo Chen Junying Chen Yan Hu Yidong Wang Xiangbo Wu Anningzhe Gao Xiang Wan Haizhou Li Benyou Wang LM&MA 48 25 0 06 Mar 2024
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability Junda Wang Zhichao Yang Zonghai Yao Hong-ye Yu BDL AI4MH LRM 40 31 0 27 Feb 2024
Contextualization Distillation from Large Language Model for Knowledge Graph Completion Dawei Li Zhen Tan Tianlong Chen Huan Liu KELM 25 12 0 28 Jan 2024
The Philosopher's Stone: Trojaning Plugins of Large Language Models Tian Dong Minhui Xue Guoxing Chen Rayne Holland Shaofeng Li Yan Meng Zhen Liu Haojin Zhu AAML 25 11 0 01 Dec 2023
Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model Kai Yang Jian Tao Jiafei Lyu Chunjiang Ge Jiaxin Chen Qimai Li Weihan Shen Xiaolong Zhu Xiu Li EGVM 23 89 0 22 Nov 2023
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs Junying Chen Xidong Wang Anningzhe Gao Feng Jiang Shunian Chen ... Chuyi Kong Jianquan Li Xiang Wan Haizhou Li Benyou Wang LM&MA 24 60 0 16 Nov 2023
EHRTutor: Enhancing Patient Understanding of Discharge Instructions Zihao Zhang Zonghai Yao Huixue Zhou Feiyun Ouyang Hong-ye Yu LM&MA AI4Ed 40 4 0 30 Oct 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 63 311 0 05 Jul 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 77 41 0 02 May 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 171 588 0 06 Apr 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 384 12,081 0 04 Mar 2022
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 282 2,007 0 31 Dec 2020