Title
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 54 9 0 10 Jun 2024
Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain Brian Hu Bill Ray Alice Leung Amy Summerville David Joy Christopher Funk Arslan Basharat 30 2 0 10 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 30 15 0 10 Jun 2024
Tx-LLM: A Large Language Model for Therapeutics Juan Manuel Zambrano Chaves Eric Wang Tao Tu E. D. Vaishnav Byron Lee S. S. Mahdavi Christopher Semturs David Fleet Vivek Natarajan Shekoofeh Azizi LM&MA 31 14 0 10 Jun 2024
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text Avijit Mitra Emily Druhl Raelene Goodwin Hong Yu 37 2 0 10 Jun 2024
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research H. Haresamudram Hrudhai Rajasekhar Nikhil Murlidhar Shanbhogue Thomas Ploetz 37 1 0 09 Jun 2024
MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering Juraj Vladika Phillip Schneider Florian Matthes 43 1 0 09 Jun 2024
TCMD: A Traditional Chinese Medicine QA Dataset for Evaluating Large Language Models Ping Yu Kaitao Song Fengchen He Ming Chen Jianfeng Lu LM&MA 26 2 0 07 Jun 2024
Transforming Dental Diagnostics with Artificial Intelligence: Advanced Integration of ChatGPT and Large Language Models for Patient Care Masoumeh Farhadi Nia Mohsen Ahmadi Elyas Irankhah LM&MA AI4CE 40 7 0 07 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 38 39 0 06 Jun 2024
Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech Neemesh Yadav Sarah Masud Vikram Goyal Vikram Goyal Md. Shad Akhtar Tanmoy Chakraborty 36 3 0 06 Jun 2024
UltraMedical: Building Specialized Generalists in Biomedicine Kaiyan Zhang Sihang Zeng Ermo Hua Ning Ding Zhang-Ren Chen ... Xuekai Zhu Xingtai Lv Hu Jinfang Zhiyuan Liu Bowen Zhou LM&MA 43 22 0 06 Jun 2024
Performance of large language models in numerical vs. semantic medical knowledge: Benchmarking on evidence-based Q&As Eden Avnat Michal Levy Daniel Herstain Elia Yanko Daniel Ben Joya ... Joseph Mermelstein Shahar Ovadia N. Shomron V. Shalev Raja-Elie E. Abdulnour ELM LM&MA AI4MH 39 1 0 06 Jun 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 46 14 0 06 Jun 2024
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering Anand Subramanian Viktor Schlegel Abhinav Ramesh Kashyap Thanh-Tung Nguyen Vijay Prakash Dwivedi Stefan Winkler ELM LM&MA AI4MH 33 3 0 06 Jun 2024
MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge Yuxuan Zhou Xien Liu Chen Ning Ji Wu ELM 31 3 0 05 Jun 2024
Multiple Choice Questions and Large Languages Models: A Case Study with Fictional Medical Data Maxime Griot Jean Vanderdonckt D. Yüksel C. Hemptinne AI4Ed ELM LM&MA 53 5 0 04 Jun 2024
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering Robert Osazuwa Ness Katie Matton Hayden Helm Sheng Zhang Junaid Bajwa Carey E. Priebe Eric Horvitz ELM 33 9 0 03 Jun 2024
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function Keyon Vafa Ashesh Rambachan S. Mullainathan ELM ALM 24 13 0 03 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 262 68 0 03 Jun 2024
An Early Investigation into the Utility of Multimodal Large Language Models in Medical Imaging Sulaiman Khan Md. Rafiul Biswas Alina Murad Hazrat Ali Zubair Shah 37 4 0 02 Jun 2024
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance Laura Cabello Uchenna Akujuobi 27 1 0 31 May 2024
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training Jinxia Yang Bing-Huang Su Wayne Xin Zhao Ji-Rong Wen 40 3 0 30 May 2024
AI Risk Management Should Incorporate Both Safety and Security Xiangyu Qi Yangsibo Huang Yi Zeng Edoardo Debenedetti Jonas Geiping ... Chaowei Xiao Bo-wen Li Dawn Song Peter Henderson Prateek Mittal AAML 51 11 0 29 May 2024
Large Language Models as Partners in Student Essay Evaluation Toru Ishida Tongxi Liu Hailong Wang William K. Cheung AI4Ed 30 3 0 28 May 2024
QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM Rui Guo Greg Farnan Niall McLaughlin Barry Devereux 30 3 0 27 May 2024
Position: Foundation Agents as the Paradigm Shift for Decision Making Xiaoqian Liu Xingzhou Lou Jianbin Jiao Junge Zhang OffRL LLMAG 45 6 0 27 May 2024
UIT-DarkCow team at ImageCLEFmedical Caption 2024: Diagnostic Captioning for Radiology Images Efficiency with Transformer Models Quan Van Nguyen Huy Quang Pham Dan Quang Tran Thang Kien-Bao Nguyen Nhat-Hao Nguyen-Dang Bao-Thien Nguyen-Tat MedIm 34 1 0 27 May 2024
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models Jiankun Wang Sumyeong Ahn Taykhoom Dalal Xiaodan Zhang Weishen Pan Qiannan Zhang Bin Chen H. H. Dodge Fei Wang Jiayu Zhou LM&MA 31 1 0 26 May 2024
ModelLock: Locking Your Model With a Spell Yifeng Gao Yuhua Sun Xingjun Ma Zuxuan Wu Yu-Gang Jiang VLM 50 1 0 25 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 75 3 0 24 May 2024
Efficient Medical Question Answering with Knowledge-Augmented Question Generation Julien Khlaut Corentin Dancette Elodie Ferreres Alaedine Bennani Paul Hérent Pierre Manceron 35 1 0 23 May 2024
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models Kun Zhou Beichen Zhang Jiapeng Wang Zhipeng Chen Wayne Xin Zhao Jing Sha Zhichao Sheng Shijin Wang Ji-Rong Wen SyDa LRM 46 30 0 23 May 2024
ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles Jiawei Zhang Chejian Xu Bo-wen Li 47 31 0 22 May 2024
SPO: Multi-Dimensional Preference Sequential Alignment With Implicit Reward Modeling Xingzhou Lou Junge Zhang Jian Xie Lifeng Liu Dong Yan Kaiqi Huang 45 11 0 21 May 2024
OLAPH: Improving Factuality in Biomedical Long-form Question Answering Minbyul Jeong Hyeon Hwang Chanwoong Yoon Taewhoo Lee Jaewoo Kang MedIm HILM LM&MA 48 12 0 21 May 2024
Large Language Models for Medicine: A Survey Yanxin Zheng Wensheng Gan Zefeng Chen Zhenlian Qi Qian Liang Philip S. Yu LM&MA 23 15 0 20 May 2024
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges Xiaoming Shi Zeming Liu Li Du Yuxuan Wang Hongru Wang Yuhang Guo Tong Ruan Jie Xu Shaoting Zhang LM&MA ELM 43 2 0 17 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 26 7 0 16 May 2024
A Generalist Learner for Multifaceted Medical Image Interpretation Hong-Yu Zhou Subathra Adithan J. N. Acosta E. Topol Pranav Rajpurkar MedIm 38 26 0 13 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
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking Yuzhang Xie Jiaying Lu Joyce C. Ho Fadi B Nahab Xiao Hu Carl Yang 46 4 0 13 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 71 5 0 10 May 2024
Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval Mengjia Niu Hao Li Jie Shi Hamed Haddadi Fan Mo HILM 51 10 0 10 May 2024
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection Bhawesh Kumar Jonathan Amar Eric Yang Nan Li Yugang Jia 20 3 0 09 May 2024
Gaussian Stochastic Weight Averaging for Bayesian Low-Rank Adaptation of Large Language Models Emre Onal Klemens Flöge Emma Caldwell A. Sheverdin Vincent Fortuin UQCV BDL 45 9 0 06 May 2024
MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline M. Y. Jabarulla S. Oeltze-jafra P. Beerbaum T. Uden LM&MA AI4MH 31 1 0 06 May 2024
High Order Reasoning for Time Critical Recommendation in Evidence-based Medicine Manjiang Yu Xue Li 43 0 0 05 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 47 18 0 05 May 2024
Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct Features Chuanbo Hu Wenqi Li Mindi Ruan Xiangxu Yu Lynn K. Paul Shuo Wang Xin Li 25 3 0 03 May 2024