PubMedQA: A Dataset for Biomedical Research Question Answering

13 September 2019

Papers citing "PubMedQA: A Dataset for Biomedical Research Question Answering"

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Title
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications Zhe Chen Yusheng Liao Shuyang Jiang Pingjie Wang Y. Guo Y. Wang Yu Wang 39 3 0 05 Jan 2025
An Empirical Evaluation of Large Language Models on Consumer Health Questions Moaiz Abrar Y. Sermet Ibrahim Demir AI4MH LM&MA ELM 43 2 0 03 Jan 2025
ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes Shengxin Hong Liang Xiao Xin Zhang Jian-Xing Chen LRM 45 2 0 31 Dec 2024
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 61 18 0 31 Dec 2024
Brain Ageing Prediction using Isolation Forest Technique and Residual Neural Network (ResNet) Saadat Behzadi Danial Sharifrazi R. Alizadehsani Mojtaba Lotfaliany Mohammadreza Mohebbi 29 0 0 26 Dec 2024
Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network Ritik Mehta Olha Jurecková Mark Stamp 59 0 0 25 Dec 2024
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles A. Lahiri Qinmin Vivian Hu 69 5 0 21 Dec 2024
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types Xuanliang Zhang Dingzirui Wang Baoxin Wang Longxu Dou Xinyuan Lu Keyan Xu Dayong Wu Qingfu Zhu Wanxiang Che LMTD 198 1 0 16 Dec 2024
DART: An AIGT Detector using AMR of Rephrased Text Hyeonchu Park Byungjun Kim Bugeun Kim 83 1 0 16 Dec 2024
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs Lanxiang Hu Tajana Rosing Hao Zhang 84 0 0 15 Dec 2024
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection Jiaqi Chen Xiaoye Zhu Tianyang Liu Y. Chen Xinhui Chen ... Lei Zhang Chenyu Yan Guanghao Mei Jie M. Zhang L. Zhang DeLMO 84 1 0 11 Dec 2024
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning Yufei Ma Zihan Liang Huangyu Dai Bin Chen D. Gao ... Linbo Jin Wen Jiang Guannan Zhang Xiaoyan Cai Libin Yang MoE MoMe 99 1 0 10 Dec 2024
Medchain: Bridging the Gap Between LLM Agents and Clinical Practice through Interactive Sequential Benchmarking Jie Liu Wenxuan Wang Zizhan Ma Guolin Huang Yihang Su Kao-Jung Chang Wenting Chen Haoliang Li Linlin Shen Michael R. Lyu 83 5 0 02 Dec 2024
Polish Medical Exams: A new dataset for cross-lingual medical knowledge transfer assessment Łukasz Grzybowski Jakub Pokrywka Michał Ciesiółka Jeremi Kaczmarek Marek Kubis LM&MA ELM 69 4 0 30 Nov 2024
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems Rafael Teixeira de Lima Shubham Gupta Cesar Berrospi Lokesh Mishra Michele Dolfi Peter W. J. Staar Panagiotis Vagenas 82 1 0 29 Nov 2024
Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Alexander Fichtl Juraj Vladika Georg Groh KELM 80 0 0 25 Nov 2024
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset Tobi Olatunji Charles Nimo A. Owodunni Tassallah Abdullahi Emmanuel Ayodele ... Michael Best Irfan Essa Stephen E. Moore Chris Fourie M. Asiedu LM&MA 73 3 0 23 Nov 2024
Compound-QA: A Benchmark for Evaluating LLMs on Compound Questions Yutao Hou Yajing Luo Zhiwen Ruan H. Wang Weifeng Ge Y. Chen Guanhua Chen ELM 42 0 0 15 Nov 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 46 3 0 14 Nov 2024
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers Shruti Singh Nandan Sarkar Arman Cohan 34 0 0 08 Nov 2024
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass Tong Chen Hao Fang Patrick Xia Xiaodong Liu Benjamin Van Durme Luke Zettlemoyer Jianfeng Gao Hao Cheng KELM 53 2 0 08 Nov 2024
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? Daniel P. Jeong Saurabh Garg Zachary Chase Lipton Michael Oberst LM&MA VLM ELM 37 9 0 06 Nov 2024
Automating Exploratory Proteomics Research via Language Models Ning Ding Shang Qu Linhai Xie Yifei Li Ziqiang Liu ... Youbang Sun Yang Li Dong Li Fuchu He Bowen Zhou 36 2 0 06 Nov 2024
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering Laura Cabello Carmen Martin-Turrero Uchenna Akujuobi Anders Søgaard Carlos Bobed AI4MH 139 1 0 06 Nov 2024
VERITAS: A Unified Approach to Reliability Evaluation Rajkumar Ramamurthy Meghana Arakkal Rajeev Oliver Molenschot James Zou Nazneen Rajani HILM 47 1 0 05 Nov 2024
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare Souren Pashangpour Goldie Nejat LM&MA 50 7 0 05 Nov 2024
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors Yuefeng Peng Junda Wang Hong-ye Yu Amir Houmansadr SILM 59 2 0 03 Nov 2024
Transfer Learning for Finetuning Large Language Models Tobias Strangmann Lennart Purucker Jörg Franke Ivo Rapant Fabio Ferreira Frank Hutter 49 0 0 02 Nov 2024
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models Junda Wu Xintong Li Ruoyu Wang Yu Xia Yuxin Xiong ... Xiang Chen B. Kveton Lina Yao Jingbo Shang Julian McAuley OffRL LRM 29 0 0 31 Oct 2024
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models Hieu Tran Junda Wang Yujan Ting Weijing Huang Terrence Chen HILM KELM 45 0 0 31 Oct 2024
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs Shuyang Yu Runxue Bao Parminder Bhatia Taha A. Kass-Hout Jiayu Zhou Cao Xiao 42 1 0 31 Oct 2024
Online Detecting LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 42 0 0 29 Oct 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Yuyao Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 53 6 0 28 Oct 2024
Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective Xiaolan Chen Ruoyu Chen Pusheng Xu Weiyi Zhang Xianwen Shang M. He Danli Shi 23 1 0 22 Oct 2024
RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs Jiatan Huang Mingchen Li Zonghai Yao Zhichao Yang Yongkang Xiao Feiyun Ouyang Xiaohan Li Shuo Han Hong-ye Yu RALM 36 3 0 17 Oct 2024
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment Qinfeng Li Yangfan Xie Tianyu Du Zhiqiang Shen Zhenghan Qin Hao Peng Xinkui Zhao Xianwei Zhu Jianwei Yin Xuhong Zhang 20 2 0 16 Oct 2024
Data Quality Control in Federated Instruction-tuning of Large Language Models Yaxin Du Rui Ye Fengting Yuchi W. Zhao Jingjing Qu Yunhong Wang Siheng Chen ALM FedML 51 0 0 15 Oct 2024
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 35 5 0 14 Oct 2024
IMAS: A Comprehensive Agentic Approach to Rural Healthcare Delivery Agasthya Gangavarapu Ananya Gangavarapu 19 0 0 13 Oct 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation Zhuohang Li Jiaxin Zhang Chao Yan Kamalika Das Sricharan Kumar Murat Kantarcioglu Bradley Malin RALM 23 1 0 10 Oct 2024
MoDEM: Mixture of Domain Expert Models Toby Simonds Kemal Kurniawan Jey Han Lau MoE 31 1 0 09 Oct 2024
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders Cheng-rong Li May Fung Qingyun Wang Chi Han Manling Li Jindong Wang Heng Ji AI4MH 146 0 0 09 Oct 2024
Training-free LLM-generated Text Detection by Mining Token Probability Sequences Yihuai Xu Yongwei Wang Yifei Bi Huangsen Cao Zhouhan Lin Yu Zhao Fei Wu DeLMO 23 0 0 08 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 28 3 0 08 Oct 2024
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures Ekaterina Sviridova Anar Yeginbergen A. Estarrona Elena Cabrio S. Villata Rodrigo Agerri 42 2 0 07 Oct 2024
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Yuxin Xiao Shujian Zhang Wenxuan Zhou Marzyeh Ghassemi Sanqiang Zhao 109 0 0 07 Oct 2024
MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration Lai Wei Wenkai Wang Xiaoyu Shen Yu Xie Zhihao Fan Xiaojin Zhang Zhongyu Wei Wei Chen 37 4 0 06 Oct 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables Yufei Tian Zeyu Pan Nanyun Peng DeLMO 28 0 0 04 Oct 2024
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios Zetian Ouyang Yishuai Qiu Linlin Wang Gerard de Melo Ya Zhang Yanfeng Wang Liang He LM&MA AI4MH ELM 25 1 0 04 Oct 2024
Are Expert-Level Language Models Expert-Level Annotators? Yu-Min Tseng Wei-Lin Chen Chung-Chi Chen Hsin-Hsi Chen ALM 39 1 0 04 Oct 2024