MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval

2 July 2023

Papers citing "MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval"

21 / 21 papers shown

Title
The Evolving Landscape of Generative Large Language Models and Traditional Natural Language Processing in Medicine Rui Yang Yiming Li Matthew Yu Heng Wong Y. Ke Xin Li ... Irene Li Douglas Teodoro Chuan Hong Daniel Ting Nan Liu LM&MA MedIm 24 0 0 15 May 2025
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Soumitri Chattopadhyay Basar Demir Marc Niethammer VLM 72 0 0 28 Mar 2025
Enabling Inclusive Systematic Reviews: Incorporating Preprint Articles with Large Language Model-Driven Evaluations Rui Yang Jiayi Tong Haoyuan Wang Hui Huang Ziyang Hu ... Nan Liu Christopher J. Lindsell Michael J. Pencina Yong Chen Chuan Hong AI4CE 50 0 0 18 Mar 2025
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Xiangru Tang Daniel Shao Jiwoong Sohn Jiapeng Chen Jiayi Zhang ... Yilun Zhao Chenglin Wu Wenqi Shi Arman Cohan Mark B. Gerstein AI4MH LRM ELM LM&MA 72 4 0 10 Mar 2025
Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models Tabinda Sarwar Antonio Jose Jimeno Yepes Lawrence Cavedon 71 0 0 12 Feb 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 92 7 0 28 Jan 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? Che Liu Zhongwei Wan Haozhe Wang Yinda Chen T. Qaiser Chen Jin Fariba Yousefi Nikolay Burlutskiy Rossella Arcucci VLM SyDa LM&MA MedIm 69 2 0 17 Oct 2024
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration Zixiang Wang Yinghao Zhu Huiya Zhao Xiaochen Zheng Tianlong Wang ... Yasha Wang Ewen M. Harrison Junyi Gao Liantao Ma Liantao Ma 55 1 0 03 Oct 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 52 0 0 02 Sep 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 74 25 0 06 Aug 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan Chun Jason Xue 3DV RALM 40 27 0 18 Jul 2024
CancerLLM: A Large Language Model in Cancer Domain Mingchen Li Jiatan Huang Jeremy Yeung A. Blaes Steven Johnson Hongfang Liu Hua Xu Rui Zhang ELM LM&MA 34 5 0 15 Jun 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu M. D. Wang Joyce C. Ho Chao Zhang Carl Yang LM&MA 40 19 0 29 Apr 2024
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering Inigo Alonso Maite Oronoz Rodrigo Agerri AI4MH LM&MA ELM 57 16 1 08 Apr 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 23 29 0 27 Jan 2024
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 40 5 0 26 Dec 2023
CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs Huaiyuan Ying Zhengyun Zhao Yang Zhao Sihang Zeng Sheng Yu 33 3 0 13 Dec 2023
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 117 211 0 15 Jun 2023
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 232 425 0 24 Jan 2022
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 270 975 0 17 Apr 2021
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020