Title
A Practical and Privacy-Preserving Framework for Real-World Large Language Model Services Yu Mao Xueping Liao Wei Liu Anjia Yang 31 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 43 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 67 6 0 01 Nov 2024
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments Paulius Rauba Nabeel Seedat Krzysztof Kacprzyk M. Schaar AI4CE 54 1 0 31 Oct 2024
Matchmaker: Self-Improving Large Language Model Programs for Schema Matching Nabeel Seedat M. Schaar 39 2 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 46 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 33 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 43 3 0 30 Oct 2024
A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution Zhengmian Hu Tong Zheng Heng Huang BDL 29 2 0 29 Oct 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges Zhenting Wang Hanyin Wang Benjamin P. Danek Ying Li Christina Mack Hoifung Poon Y. Wang Pranav Rajpurkar Jiashuo Sun LM&MA 37 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 31 1 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 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
GPT-4o System Card OpenAI OpenAI : Aaron Hurst Adam Lerer Adam P. Goucher ... Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai Yury Malkov MLLM 54 604 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 14 0 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 Rui Pan Runtao Liu Ziqiang Zheng Tong Zhang 36 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 40 3 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 49 3 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 16 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 23 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 49 4 0 22 Oct 2024
Teach Multimodal LLMs to Comprehend Electrocardiographic Images Ruoqi Liu Yuelin Bai Xiang Yue Ping Zhang 24 3 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 20 2 0 21 Oct 2024
A Comprehensive Evaluation of Cognitive Biases in LLMs Simon Malberg Roman Poletukhin Carolin M. Schuster Georg Groh ELM 40 5 0 20 Oct 2024
Leveraging Large Language Models for Enhancing Public Transit Services Jiahao Wang Amer Shalaby 31 0 0 18 Oct 2024
Enabling Scalable Evaluation of Bias Patterns in Medical LLMs Hamed Fayyaz Raphael Poulain Rahmatollah Beheshti 40 1 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 35 0 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 53 2 0 17 Oct 2024
BenchmarkCards: Large Language Model and Risk Reporting Anna Sokol Nuno Moniz Elizabeth M. Daly Michael Hind Nitesh V. Chawla 36 0 0 16 Oct 2024
PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking Markus J. Buehler ReLM LRM 29 3 0 16 Oct 2024
EchoApex: A General-Purpose Vision Foundation Model for Echocardiography A. Amadou Wenjie Qu Sebastien Piat Paul Klein Ingo Schmuecking Tiziano Passerini Puneet Sharma 22 5 0 14 Oct 2024
A Counterexample in Image Registration Serap A. Savari 31 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 29 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 27 2 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 16 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 29 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 48 2 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 18 0 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 52 0 0 09 Oct 2024
Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs Ruijia Niu D. Wu Rose Yu Yi Ma 33 1 0 09 Oct 2024
EVOLvE: Evaluating and Optimizing LLMs For Exploration Allen Nie Yi Su Bo Chang Jonathan N. Lee Ed H. Chi Quoc V. Le Minmin Chen 26 8 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 36 3 0 08 Oct 2024
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs Yi Jiang Qingyang Shen Shuzhong Lai Shunyu Qi Qian Zheng Lin Yao Yueming Wang Gang Pan 33 1 0 08 Oct 2024
On the Modeling Capabilities of Large Language Models for Sequential Decision Making Martin Klissarov Devon Hjelm Alexander Toshev Bogdan Mazoure LM&Ro ELM OffRL LRM 34 2 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
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction Yuwei Zhang Tong Xia Aaqib Saeed Cecilia Mascolo LM&MA 34 3 0 07 Oct 2024
MindScope: Exploring cognitive biases in large language models through Multi-Agent Systems Zhentao Xie Jiabao Zhao Yilei Wang Jinxin Shi Yanhong Bai Xingjiao Wu Liang He LLMAG 28 0 0 06 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
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues Shilin Qu Weiqing Wang Xin Zhou Haolan Zhan Zhuang Li Lizhen Qu Linhao Luo Yuan-Fang Li Gholamreza Haffari 28 0 0 04 Oct 2024