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A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics

28 January 2025

Papers citing "A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics"

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Title
Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media Wei Qin Zetong Chen Lei Wang Yunshi Lan Wei Ren Richang Hong AI4MH 88 21 0 09 May 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 162 51 0 02 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 302 973 0 02 May 2023
Are Emergent Abilities of Large Language Models a Mirage? Rylan Schaeffer Alycia Lee Oluwasanmi Koyejo LRM 163 439 0 28 Apr 2023
Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health Shaoxiong Ji Tianlin Zhang Kailai Yang Sophia Ananiadou Min Zhang Jörg Tiedemann AI4MH ALM 86 29 0 20 Apr 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 587 4,950 0 17 Apr 2023
HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge Hao Wang Chi-Liang Liu Nuwa Xi Zewen Qiang Sendong Zhao Bing Qin Ting Liu LM&MA ALM 80 213 0 14 Apr 2023
Document-Level Machine Translation with Large Language Models Longyue Wang Chenyang Lyu Tianbo Ji Zhirui Zhang Dian Yu Shuming Shi Zhaopeng Tu ELM 108 127 0 05 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-wei Lee ALM 175 275 0 04 Apr 2023
DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task Honglin Xiong Sheng Wang Yitao Zhu Zihao Zhao Yuxiao Liu Linlin Huang Qian Wang Dinggang Shen LM&MA AI4MH 90 175 0 03 Apr 2023
Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology Physics J. Holmes Zheng Liu Hua Zhou Yuzhen Ding Terence T. Sio ... Jonathan B. Ashman Xiang Li Tianming Liu Jiajian Shen Wen Liu LM&MA AI4CE ELM 94 124 0 01 Apr 2023
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models Ning Bian Xianpei Han Le Sun Hongyu Lin Yaojie Lu Xianpei Han Shanshan Jiang Bin Dong KELM ELM AI4MH LRM 141 80 0 29 Mar 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 255 431 0 24 Mar 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages Zheng-Xin Yong Ruochen Zhang Jessica Zosa Forde Skyler Wang Arjun Subramonian ... Yinghua Tan Long Phan Rowena Garcia Thamar Solorio Alham Fikri Aji LRM 141 54 0 23 Mar 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 161 813 0 20 Mar 2023
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 Zheng-Long Liu Yue Huang Xiao-Xing Yu Lu Zhang Zihao Wu ... Dinggang Shen Quanzheng Li Tianming Liu Dajiang Zhu Xiang Li LM&MA MedIm 129 179 0 20 Mar 2023
PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents Weixiong Lin Ziheng Zhao Xiaoman Zhang Chaoyi Wu Ya Zhang Yanfeng Wang Weidi Xie LM&MA VLM MedIm 77 159 0 13 Mar 2023
Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images Xiaoman Zhang Chaoyi Wu Ya Zhang Yanfeng Wang Weidi Xie MedIm 110 137 0 27 Feb 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.7K 13,558 0 27 Feb 2023
ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models Sheng Wang Zihao Zhao Xi Ouyang Qian Wang Dinggang Shen LM&MA MedIm 79 145 0 14 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Jane Polak Scowcroft ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 173 1,403 0 08 Feb 2023
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex Terry Yue Zhuo Zhuang Li Yujin Huang Fatemeh Shiri Weiqing Wang Gholamreza Haffari Yuan-Fang Li AAML 113 57 0 30 Jan 2023
Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity Terry Yue Zhuo Yujin Huang Chunyang Chen Zhenchang Xing SILM 105 107 0 30 Jan 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 355 2,421 0 26 Dec 2022
Self-Instruct: Aligning Language Models with Self-Generated Instructions Yizhong Wang Yeganeh Kordi Swaroop Mishra Alisa Liu Noah A. Smith Daniel Khashabi Hannaneh Hajishirzi ALM SyDa LRM 311 2,269 0 20 Dec 2022
A Twitter BERT Approach for Offensive Language Detection in Marathi Tanmay Chavan Shantanu Patankar Aditya Kane Omkar Gokhale Raviraj Joshi 83 11 0 20 Dec 2022
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor Or Honovich Thomas Scialom Omer Levy Timo Schick ALM 195 374 0 19 Dec 2022
Structured information extraction from complex scientific text with fine-tuned large language models Alex Dunn John Dagdelen Nicholas Walker Sanghoon Lee Andrew S. Rosen Gerbrand Ceder Kristin A. Persson Anubhav Jain 99 93 0 10 Dec 2022
In-context Examples Selection for Machine Translation Sweta Agrawal Chunting Zhou M. Lewis Luke Zettlemoyer Marjan Ghazvininejad LRM 139 198 0 05 Dec 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 131 786 0 16 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 172 138 0 11 Nov 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 344 3,180 0 20 Oct 2022
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter Xinyang Zhang Yury Malkov Omar U. Florez Serim Park Brian McWilliams Jiawei Han Ahmed El-Kishky VLM 116 94 0 15 Sep 2022
Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings Sooji Han Rui Mao Min Zhang 62 65 0 15 Sep 2022
Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge Zhihong Chen Guanbin Li Xiang Wan 178 73 0 15 Sep 2022
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale Tim Dettmers M. Lewis Younes Belkada Luke Zettlemoyer MQ 203 666 0 15 Aug 2022
Can large language models reason about medical questions? Valentin Liévin C. Hother Andreas Geert Motzfeldt Ole Winther ELM LM&MA AI4MH LRM 118 315 0 17 Jul 2022
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding Yifan Peng Siddharth Dalmia Ian Lane Shinji Watanabe 98 151 0 06 Jul 2022
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing Jason Alan Fries Leon Weber Natasha Seelam Gabriel Altay Debajyoti Datta ... Minh Chien Vu Trishala Neeraj Jonas Golde Albert Villanova del Moral Benjamin Beilharz LM&MA 153 50 0 30 Jun 2022
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization S. Yadav D. Gupta Dina Demner-Fushman 82 16 0 14 Jun 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 265 351 0 25 May 2022
Are Large Pre-Trained Language Models Leaking Your Personal Information? Jie Huang Hanyin Shao Kevin Chen-Chuan Chang PILM 118 204 0 25 May 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 641 4,077 0 24 May 2022
Reducing Activation Recomputation in Large Transformer Models V. Korthikanti Jared Casper Sangkug Lym Lawrence C. McAfee M. Andersch Mohammad Shoeybi Bryan Catanzaro AI4CE 163 276 0 10 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 437 3,714 0 02 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 431 3,621 0 29 Apr 2022
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets Wei Chen Zhiwei Li Hongyi Fang Qian-Qian Yao Cheng Zhong Jianye Hao Qi Zhang Xuanjing Huang J. Peng Zhongyu Wei 87 63 0 19 Apr 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks Yizhong Wang Swaroop Mishra Pegah Alipoormolabashi Yeganeh Kordi Amirreza Mirzaei ... Chitta Baral Yejin Choi Noah A. Smith Hannaneh Hajishirzi Daniel Khashabi ELM 143 864 0 16 Apr 2022
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Han Wang Canwen Xu Julian McAuley VLM 74 12 0 13 Apr 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Hongyi Yuan Zheng Yuan Ruyi Gan Jiaxing Zhang Yutao Xie Sheng Yu LM&MA 98 132 0 08 Apr 2022