PubMedQA: A Dataset for Biomedical Research Question Answering

13 September 2019

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

50 / 525 papers shown

Title
ProtT3: Protein-to-Text Generation for Text-based Protein Understanding Zhiyuan Liu An Zhang Hao Fei Enzhi Zhang Xiang Wang Kenji Kawaguchi Tat-Seng Chua 60 17 0 21 May 2024
DrHouse: An LLM-empowered Diagnostic Reasoning System through Harnessing Outcomes from Sensor Data and Expert Knowledge Bufang Yang Siyang Jiang Lilin Xu Kaiwei Liu Hai Li Guoliang Xing Hongkai Chen Xiaofan Jiang Zhenyu Yan LM&MA 48 15 0 21 May 2024
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning Ting Jiang Shaohan Huang Shengyue Luo Zihan Zhang Haizhen Huang ... Weiwei Deng Feng Sun Qi Zhang Deqing Wang Fuzhen Zhuang 34 33 0 20 May 2024
SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation Yuwei Wan Yixuan Liu Aswathy Ajith Clara Grazian B. Hoex Wenjie Zhang Chunyu Kit Tong Xie Ian Foster 21 7 0 16 May 2024
Matching domain experts by training from scratch on domain knowledge Xiaoliang Luo Guangzhi Sun Bradley C. Love LRM ALM 19 3 0 15 May 2024
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Samuel Schmidgall Rojin Ziaei Carl Harris Eduardo Reis Jeffrey Jopling Michael Moor 49 42 0 13 May 2024
COBias and Debias: Balancing Class Accuracies for Language Models in Inference Time via Nonlinear Integer Programming Ruixi Lin Yang You 35 1 0 13 May 2024
MedConceptsQA: Open Source Medical Concepts QA Benchmark Ofir Ben Shoham Nadav Rappoport AI4MH ELM 40 5 0 12 May 2024
Pruning as a Domain-specific LLM Extractor Nan Zhang Yanchi Liu Xujiang Zhao Wei Cheng Runxue Bao Rui Zhang Prasenjit Mitra Haifeng Chen 26 9 0 10 May 2024
DOLOMITES: Domain-Specific Long-Form Methodical Tasks Chaitanya Malaviya Priyanka Agrawal Kuzman Ganchev Pranesh Srinivasan Fantine Huot Jonathan Berant Mark Yatskar Dipanjan Das Mirella Lapata Chris Alberti 40 6 0 09 May 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 59 32 0 08 May 2024
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization Gunjan Balde Soumyadeep Roy Mainack Mondal Niloy Ganguly VLM 29 4 0 07 May 2024
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models George-Octavian Barbulescu Peter Triantafillou MU 36 16 0 06 May 2024
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Hang Wu Carl Yang M. D. Wang MedIm LM&MA 40 18 0 05 May 2024
Assessing and Verifying Task Utility in LLM-Powered Applications Negar Arabzadeh Siging Huo Nikhil Mehta Qinqyun Wu Chi Wang Ahmed Hassan Awadallah Charles L. A. Clarke Julia Kiseleva 38 10 0 03 May 2024
Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-Turbo Nakul Rampal Kaiyu Wang Matthew Burigana Lingxiang Hou Juri Al-Johani ... Nahla Eid Al-Hazmi Majed O. Al-Awad C. Borgs J. Chayes O. Yaghi 28 5 0 03 May 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
PatentGPT: A Large Language Model for Intellectual Property Zilong Bai Ruiji Zhang Linqing Chen Qijun Cai Yuan Zhong ... Fu Bian Xiaolong Gu Lisha Zhang Weilei Wang Changyang Tu 46 5 0 28 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 41 8 0 25 Apr 2024
Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare Emre Can Acikgoz Osman Batur .Ince Rayene Bench Arda Anil Boz .Ilker Kesen Aykut Erdem Erkut Erdem LM&MA 37 10 0 25 Apr 2024
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry Yining Huang Keke Tang Meilian Chen Boyuan Wang ELM LM&MA 29 14 0 24 Apr 2024
Bias patterns in the application of LLMs for clinical decision support: A comprehensive study Raphael Poulain Hamed Fayyaz Rahmatollah Beheshti 33 16 0 23 Apr 2024
Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches Clément Christophe Praveen K Kanithi Prateek Munjal Tathagata Raha Nasir Hayat ... Charles Chen Natalia Vassilieva Boulbaba Ben Amor Marco AF Pimentel Shadab Khan AI4MH LM&MA 33 28 0 23 Apr 2024
CT-Agent: Clinical Trial Multi-Agent with Large Language Model-based Reasoning Ling Yue Tianfan Fu LLMAG LRM ELM 29 5 0 23 Apr 2024
Adaptive Collaboration Strategy for LLMs in Medical Decision Making Y. Kim Chanwoo Park Hyewon Jeong Yik Siu Chan X. Xu Daniel J. McDuff C. Breazeal Hae Won Park 32 4 0 22 Apr 2024
SciDaSynth: Interactive Structured Knowledge Extraction and Synthesis from Scientific Literature with Large Language Model Xingbo Wang S. Huey Rui Sheng Saurabh Mehta Fei Wang 44 4 0 21 Apr 2024
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations Bingbing Wen Bill Howe Lucy Lu Wang 25 8 0 18 Apr 2024
Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization Costas Mavromatis Petros Karypis George Karypis MoMe 29 24 0 17 Apr 2024
TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment Qinfeng Li Zhiqiang Shen Zhenghan Qin Yangfan Xie Xuhong Zhang Tianyu Du Jianwei Yin 29 8 0 17 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 66 46 0 17 Apr 2024
Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions Taojun Hu Xiao-Hua Zhou ELM 41 12 0 14 Apr 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval Juraj Vladika Florian Matthes RALM 28 5 0 12 Apr 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation Ruotong Pan Boxi Cao Hongyu Lin Xianpei Han Jia Zheng Sirui Wang Xunliang Cai Le Sun 39 9 0 10 Apr 2024
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering Inigo Alonso Maite Oronoz Rodrigo Agerri AI4MH LM&MA ELM 52 16 1 08 Apr 2024
Your Finetuned Large Language Model is Already a Powerful Out-of-distribution Detector Andi Zhang Tim Z. Xiao Weiyang Liu Robert Bamler Damon J. Wischik OODD 51 4 0 07 Apr 2024
Navigating the Landscape of Hint Generation Research: From the Past to the Future Anubhav Jangra Jamshid Mozafari Adam Jatowt Smaranda Muresan 40 2 0 06 Apr 2024
MIMIR: A Streamlined Platform for Personalized Agent Tuning in Domain Expertise Chunyuan Deng Xiangru Tang Yilun Zhao Hanming Wang Haoran Wang Wangchunshu Zhou Arman Cohan Mark B. Gerstein LLMAG MLLM 22 1 0 03 Apr 2024
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain Burcu Sayin Pasquale Minervini Jacopo Staiano Andrea Passerini LM&MA AI4MH 32 8 0 29 Mar 2024
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text Elliot Bolton Abhinav Venigalla Michihiro Yasunaga David Leo Wright Hall Betty Xiong ... R. Daneshjou Jonathan Frankle Percy Liang Michael Carbin Christopher D. Manning LM&MA MedIm 32 51 0 27 Mar 2024
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning Rui Pan Xiang Liu Shizhe Diao Renjie Pi Jipeng Zhang Chi Han Tong Zhang 43 37 0 26 Mar 2024
Can multiple-choice questions really be useful in detecting the abilities of LLMs? Wangyue Li Liangzhi Li Tong Xiang Xiao Liu Wei Deng Noa Garcia ELM 42 28 0 26 Mar 2024
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm Lei Liu Xiaoyan Yang Fangzhou Li Chenfei Chi Yue Shen ... Liya Ma Qing Cui Wei Xue Yiran Huang Jinjie Gu LM&MA ELM 32 10 0 25 Mar 2024
RAmBLA: A Framework for Evaluating the Reliability of LLMs as Assistants in the Biomedical Domain William James Bolton Rafael Poyiadzi Edward R. Morrell Gabriela van Bergen Gonzalez Bueno Lea Goetz 43 2 0 21 Mar 2024
Arcee's MergeKit: A Toolkit for Merging Large Language Models Charles Goddard Shamane Siriwardhana Malikeh Ehghaghi Luke Meyers Vladimir Karpukhin Brian Benedict Mark McQuade Jacob Solawetz MoMe KELM 90 80 0 20 Mar 2024
RAFT: Adapting Language Model to Domain Specific RAG Tianjun Zhang Shishir G. Patil Naman Jain Sheng Shen Matei A. Zaharia Ion Stoica Joseph E. Gonzalez RALM 37 179 0 15 Mar 2024
ProSwitch: Knowledge-Guided Instruction Tuning to Generate Professional and Non-Professional Styled Text Chang Zong Yuyan Chen Weiming Lu Jian Shao Yueting Zhuang 32 1 0 14 Mar 2024
A Continued Pretrained LLM Approach for Automatic Medical Note Generation Dong Yuan Eti Rastogi Gautam Naik Sree Prasanna Rajagopal Sagar Goyal Fen Zhao Jai Chintagunta Jeff Ward LM&MA AI4MH 43 19 0 14 Mar 2024
Language models scale reliably with over-training and on downstream tasks S. Gadre Georgios Smyrnis Vaishaal Shankar Suchin Gururangan Mitchell Wortsman ... Y. Carmon Achal Dave Reinhard Heckel Niklas Muennighoff Ludwig Schmidt ALM ELM LRM 108 40 0 13 Mar 2024
Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator Yusheng Liao Yutong Meng Yuhao Wang Hongcheng Liu Yanfeng Wang Yu Wang LM&MA ELM 32 8 0 13 Mar 2024
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension Xingyu Lu He Cao Zijing Liu Shengyuan Bai Leqing Chen Yuan Yao Hai-Tao Zheng Yu Li HILM 21 7 0 13 Mar 2024