Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model
System for Answering Medical Questions using Scientific Literature

Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature

24 October 2023

Alejandro Lozano

Scott L. Fleming

Chia-Chun Chiang

Nigam Shah

Papers citing "Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature"

16 / 16 papers shown

Title
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI Alejandro Lozano M. W. Sun James Burgess Jeffrey Nirschl Christopher Polzak ... Xiaohan Wang Alfred Seunghoon Song Chiang Chia-Chun Robert Tibshirani Serena Yeung-Levy LM&MA 73 1 0 26 Mar 2025
LettuceDetect: A Hallucination Detection Framework for RAG Applications Adam Kovacs Gábor Recski 43 2 0 24 Feb 2025
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs Yuntong Hu Zhihan Lei Zhongjie Dai Allen Zhang Abhinav Angirekula Zheng Zhang Liang Zhao 34 0 0 28 Jan 2025
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature Alejandro Lozano M. W. Sun James Burgess Liangyu Chen Jeffrey Nirschl ... Xiaohan Wang Yuhui Zhang Alfred Seunghoon Song Robert Tibshirani Serena Yeung-Levy LM&MA VLM MedIm 58 6 0 13 Jan 2025
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs Xin Zhou Ping Nie Yiwen Guo Haojie Wei Zhanqiu Zhang Pasquale Minervini Ruotian Ma Tao Gui Qi Zhang Xuanjing Huang MoE 37 0 0 20 Oct 2024
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs Weijian Xie Xuefeng Liang Yuhui Liu Kaihua Ni Hong Cheng Zetian Hu 3DV RALM 40 3 0 14 Aug 2024
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions Guangzhi Xiong Qiao Jin Xiao Wang Minjia Zhang Zhiyong Lu Aidong Zhang RALM 40 23 0 01 Aug 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 34 14 0 06 Jun 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature Dawei Li Shu Yang Zhen Tan Jae Young Baik Sunkwon Yun ... D. Duong-Tran Ying Ding Huan Liu Li Shen Tianlong Chen 48 31 0 08 May 2024
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization Yunxiao Shi Xing Zi Zijing Shi Haimin Zhang Qiang Wu Min Xu RALM 28 16 0 06 May 2024
MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models Subash Neupane Shaswata Mitra Sudip Mittal Noorbakhsh Amiri Golilarz Shahram Rahimi Amin Amirlatifi 60 3 0 13 Mar 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 27 1 0 07 Jan 2024
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 44 281 0 14 Aug 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 218 2,232 0 22 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
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