Title
Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding Nabeel Seedat Caterina Tozzi Andrea Hita Ardiaca Mihaela van der Schaar James Weatherall Adam Taylor 519 0 0 20 Nov 2024
Conversational Medical AI: Ready for Practice Antoine Lizée Pierre-Auguste Beaucoté James Whitbeck Marion Doumeingts Anaël Beaugnon Isabelle Feldhaus LM&MA AI4MH 153 1 0 19 Nov 2024
Script-Strategy Aligned Generation: Aligning LLMs with Expert-Crafted Dialogue Scripts and Therapeutic Strategies for Psychotherapy Xin Sun Jan de Wit Zhuying Li Jiahuan Pei Abdallah El Ali Jos A. Bosch 110 2 0 11 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 72 14 0 06 Nov 2024
Automating Exploratory Proteomics Research via Language Models Ning Ding Li Sheng Linhai Xie Yifei Li Ziqiang Liu ... Youbang Sun Yang Li Dong Li Fuchu He Bowen Zhou 129 4 0 06 Nov 2024
From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond Harsha Nori Naoto Usuyama Nicholas King S. McKinney Xavier Fernandes Sheng Zhang Eric Horvitz LRM LM&MA ELM VLM 104 13 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 344 1 0 06 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 93 9 0 05 Nov 2024
Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease Knowledge Karthik Soman Andrew Langdon Catalina Villouta Chinmay Agrawal Lashaw Salta Braian Peetoom Gianmarco Bellucci Orion J Buske 50 2 0 04 Nov 2024
Formal Theorem Proving by Rewarding LLMs to Decompose Proofs Hierarchically Kefan Dong Arvind V. Mahankali Tengyu Ma ReLM LRM 102 7 0 04 Nov 2024
Diagnosing Medical Datasets with Training Dynamics Laura Wenderoth 31 0 0 03 Nov 2024
A Practical and Privacy-Preserving Framework for Real-World Large Language Model Services Yu Mao Xueping Liao Wei Liu Anjia Yang 53 0 0 03 Nov 2024
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models Minki Kang Sung Ju Hwang Gibbeum Lee Jaewoong Cho KELM 95 0 0 01 Nov 2024
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering Jiwoong Sohn Yein Park Chanwoong Yoon Sihyeon Park Hyeon Hwang Mujeen Sung Hyunjae Kim Jaewoo Kang RALM 135 10 0 01 Nov 2024
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments Paulius Rauba Nabeel Seedat Krzysztof Kacprzyk Mihaela van der Schaar AI4CE 97 2 0 31 Oct 2024
Matchmaker: Self-Improving Large Language Model Programs for Schema Matching Nabeel Seedat Mihaela van der Schaar 62 3 0 31 Oct 2024
The Potential of LLMs in Medical Education: Generating Questions and Answers for Qualification Exams Yunqi Zhu Wen Tang Ying Sun Xuebing Yang Liyang Dou Yifan Gu Yuanyuan Wu Wensheng Zhang Ying Sun Xuebing Yang LM&MA ELM 178 1 0 31 Oct 2024
Leveraging Language Models and Bandit Algorithms to Drive Adoption of Battery-Electric Vehicles Keiichi Namikoshi David A. Shamma Rumen Iliev Jingchao Fang Alexandre L. S. Filipowicz Candice L Hogan Charlene C. Wu Nikos Aréchiga 54 0 0 30 Oct 2024
Improving Uncertainty Quantification in Large Language Models via Semantic Embeddings Yashvir S. Grewal Edwin V. Bonilla Thang D. Bui UQCV 84 9 0 30 Oct 2024
A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution Zhengmian Hu Tong Zheng Heng Huang BDL 88 2 0 29 Oct 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges Zhenting Wang Hanyin Wang Benjamin Danek Ying Li Christina Mack Hoifung Poon Y. Wang Pranav Rajpurkar Jimeng Sun LM&MA 66 1 0 28 Oct 2024
Belief in the Machine: Investigating Epistemological Blind Spots of Language Models Mirac Suzgun Tayfun Gur Federico Bianchi Daniel E. Ho Thomas Icard Dan Jurafsky James Zou 97 4 0 28 Oct 2024
Geo-FuB: A Method for Constructing an Operator-Function Knowledge Base for Geospatial Code Generation Tasks Using Large Language Models Shuyang Hou Anqi Zhao Jianyuan Liang Zhangxiao Shen Huayi Wu 26 1 0 28 Oct 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Yize Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 115 9 0 28 Oct 2024
GPT-4o System Card OpenAI OpenAI : Aaron Hurst Adam Lerer Adam P. Goucher ... Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai Yury Malkov MLLM 242 1,039 0 25 Oct 2024
UbiHR: Resource-efficient Long-range Heart Rate Sensing on Ubiquitous Devices Haoyu Bian Bin Guo Sicong Liu Yasan Ding Shanshan Gao Zhiwen Yu 62 1 0 25 Oct 2024
Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code Jipeng Zhang Jianshu Zhang Yuanzhe Li Renjie Pi Boyao Wang Runtao Liu Ziqiang Zheng Tong Zhang 62 0 0 24 Oct 2024
Demystifying Large Language Models for Medicine: A Primer Qiao Jin Nicholas Wan Robert Leaman Shubo Tian Zhizheng Wang ... Chunhua Weng Ronald M. Summers Qingyu Chen Yifan Peng Zhiyong Lu LM&MA 102 5 0 24 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 174 7 0 24 Oct 2024
AI-focused HPC Data Centers Can Provide More Power Grid Flexibility and at Lower Cost Yihong Zhou Angel Paredes Chaimaa Essayeh Thomas Morstyn 21 0 0 22 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 78 1 0 22 Oct 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 125 5 0 22 Oct 2024
Teach Multimodal LLMs to Comprehend Electrocardiographic Images Ruoqi Liu Yuelin Bai Xiang Yue Ping Zhang 56 5 0 21 Oct 2024
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding Derong Xu Ziheng Zhang Zhihong Zhu Zhenxi Lin Qiang Liu X. Wu Tong Xu Xiangyu Zhao Yefeng Zheng Enhong Chen 72 4 0 21 Oct 2024
A Comprehensive Evaluation of Cognitive Biases in LLMs Simon Malberg Roman Poletukhin Carolin M. Schuster Georg Groh ELM 99 7 0 20 Oct 2024
Leveraging Large Language Models for Enhancing Public Transit Services Jiahao Wang Amer Shalaby 49 2 0 18 Oct 2024
Enabling Scalable Evaluation of Bias Patterns in Medical LLMs Hamed Fayyaz Raphael Poulain Rahmatollah Beheshti 104 2 0 18 Oct 2024
Representation Learning of Structured Data for Medical Foundation Models Vijay Prakash Dwivedi Viktor Schlegel Andy T. Liu Thanh-Tung Nguyen Abhinav Ramesh Kashyap Jeng Wei Wei-Hsian Yin Stefan Winkler R. Tan 61 0 0 17 Oct 2024
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling Yakun Zhu Shaohang Wei Xu Wang Kui Xue Xiaofan Zhang Shanghang Zhang 137 2 0 17 Oct 2024
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback Zonghai Yao Aditya Parashar Huixue Zhou Won Seok Jang Feiyun Ouyang Zhichao Yang Hong-ye Yu ELM 137 2 0 17 Oct 2024
PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking Markus J. Buehler ReLM LRM 74 6 0 16 Oct 2024
EchoApex: A General-Purpose Vision Foundation Model for Echocardiography A. Amadou Yanzhe Zhang Sebastien Piat Paul Klein Ingo Schmuecking Tiziano Passerini Puneet Sharma 91 5 0 14 Oct 2024
A Counterexample in Image Registration Serap A. Savari 73 2 0 14 Oct 2024
Scalable Multi-Domain Adaptation of Language Models using Modular Experts Peter Schafhalter Shun Liao Yanqi Zhou Chih-Kuan Yeh Arun Kandoor James Laudon MoE 80 1 0 14 Oct 2024
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models Jiaxin Zhang Wendi Cui Yiran Huang Kamalika Das Sricharan Kumar KELM SyDa 86 4 0 12 Oct 2024
LLMD: A Large Language Model for Interpreting Longitudinal Medical Records Robert Porter Adam Diehl Benjamin Pastel J. Henry Hinnefeld Lawson Nerenberg Pye Maung Sebastien Kerbrat Gillian Hanson Troy Astorino Stephen J. Tarsa LM&MA 25 0 0 11 Oct 2024
Large Language Models for Medical OSCE Assessment: A Novel Approach to Transcript Analysis Ameer Hamza Shakur Michael J. Holcomb David Hein Shinyoung Kang Thomas O. Dalton Krystle K. Campbell Daniel J. Scott Andrew R. Jamieson LM&MA ELM 50 1 0 11 Oct 2024
MedMobile: A mobile-sized language model with expert-level clinical capabilities Krithik Vishwanath Jaden Stryker Anton Alaykin Daniel Alexander Alber Eric Karl Oermann LM&MA MedIm LRM 74 3 0 11 Oct 2024
AuditWen:An Open-Source Large Language Model for Audit Jiajia Huang Haoran Zhu Chao Xu Tianming Zhan Qianqian Xie J. Huang 25 1 0 09 Oct 2024
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning Yang Bai Yang Zhou Jun Zhou Rick Siow Mong Goh Daniel Ting Yong Liu VLM 77 1 0 09 Oct 2024