Title
Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs Ruijia Niu D. Wu Rose Yu Yi-An Ma 120 2 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 64 14 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 87 6 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 80 3 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 94 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 99 6 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 81 4 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 36 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 38 3 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 71 2 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 Zhuang Li Linhao Luo Yuan-Fang Li Gholamreza Haffari 54 1 0 04 Oct 2024
GraphRouter: A Graph-based Router for LLM Selections Tao Feng Yanzhen Shen Jiaxuan You 192 25 0 04 Oct 2024
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks Junlin Hou Sicen Liu Yequan Bie Hongmei Wang Andong Tan Luyang Luo Hao Chen XAI 118 5 0 03 Oct 2024
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration Zixiang Wang Yinghao Zhu Huiya Zhao Xiaochen Zheng Tianlong Wang ... Yasha Wang Ewen M. Harrison Junyi Gao Liantao Ma Liantao Ma 147 5 0 03 Oct 2024
Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models Guobin Shen Dongcheng Zhao Yiting Dong Xiang He Yi Zeng AAML 114 4 0 03 Oct 2024
Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models Joseph Lee Shu Yang Jae Young Baik Xiaoxi Liu Zhen Tan ... Zixuan Wen Bojian Hou D. Duong-Tran Tianlong Chen Li Shen 147 2 0 02 Oct 2024
Mixing It Up: The Cocktail Effect of Multi-Task Fine-Tuning on LLM Performance -- A Case Study in Finance Meni Brief Oded Ovadia Gil Shenderovitz Noga Ben Yoash Rachel Lemberg Eitam Sheetrit 77 4 0 01 Oct 2024
Towards Democratization of Subspeciality Medical Expertise Jack W. O'Sullivan Anil Palepu Khaled Saab Wei-Hung Weng Yong Cheng ... S. S. Mahdavi Vivek Natarajan Alan Karthikesalingam Euan Ashley Tao Tu LM&MA AI4MH 42 3 0 01 Oct 2024
Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown Xingzhou Lou Dong Yan Wei Shen Yuzi Yan Jian Xie Junge Zhang 201 28 0 01 Oct 2024
Adapting LLMs for the Medical Domain in Portuguese: A Study on Fine-Tuning and Model Evaluation P. H. Paiola Gabriel Lino Garcia João Renato Ribeiro Manesco Mateus Roder Douglas Rodrigues João Paulo Papa LM&MA 27 1 0 30 Sep 2024
Wait, but Tylenol is Acetaminophen... Investigating and Improving Language Models' Ability to Resist Requests for Misinformation Shan Chen Mingye Gao Kuleen Sasse Thomas Hartvigsen Brian Anthony Lizhou Fan Hugo J. W. L. Aerts Jack Gallifant Danielle S. Bitterman LM&MA 83 1 0 30 Sep 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 119 9 0 30 Sep 2024
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Models Vibhor Agarwal Yiqiao Jin Mohit Chandra Munmun De Choudhury Srijan Kumar Nishanth R. Sastry HILM LM&MA 110 7 0 29 Sep 2024
Mixture of Multicenter Experts in Multimodal Generative AI for Advanced Radiotherapy Target Delineation Y. Oh Sangjoon Park Xiang Li Wang Yi Jonathan Paly ... Quanzheng Li Wei Liu W. Koom Jin Sung Kim Kyungsang Kim 56 1 0 27 Sep 2024
SciDFM: A Large Language Model with Mixture-of-Experts for Science Liangtai Sun Danyu Luo Da Ma Zihan Zhao Baocai Chen Zhennan Shen Su Zhu Lu Chen Xin Chen Kai Yu MoE 56 2 0 27 Sep 2024
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review Emma Croxford Yanjun Gao Nicholas Pellegrino Karen K. Wong Graham Wills Elliot First Frank J. Liao Cherodeep Goswami Brian Patterson Majid Afshar HILM ELM LM&MA 129 1 0 26 Sep 2024
Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT Natthanaphop Isaradech Andrea Riedel Wachiranun Sirikul Markus Kreuzthaler S. Schulz MedIm 54 0 0 26 Sep 2024
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue Zhangpu Li Changhong Zou Suxue Ma Zhicheng Yang Chen Du ... Xingzhi Sun Jing Xiao Kai Zhang Mei Han Mei Han LM&MA 98 1 0 26 Sep 2024
CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches Sifan Wu Amir Khasahmadi Mor Katz P. Jayaraman Yewen Pu K. Willis Bang Liu 3DV 72 9 0 26 Sep 2024
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs Clément Christophe Tathagata Raha Svetlana Maslenkova Muhammad Umar Salman Praveen K Kanithi Marco AF Pimentel Shadab Khan LM&MA 68 2 0 23 Sep 2024
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization Aseem Srivastava Smriti Joshi Tanmoy Chakraborty Md. Shad Akhtar 45 4 0 23 Sep 2024
SLaVA-CXR: Small Language and Vision Assistant for Chest X-ray Report Automation Jinge Wu Yunsoo Kim Daqian Shi David Cliffton Fenglin Liu Honghan Wu 38 1 0 20 Sep 2024
JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models Junfeng Jiang Jiahao Huang Akiko Aizawa LM&MA 77 4 0 20 Sep 2024
Prompting Large Language Models for Supporting the Differential Diagnosis of Anemia Elisa Castagnari Lillian Muyama Adrien Coulet LM&MA 61 1 0 20 Sep 2024
FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists Tenghao Huang Donghee Lee John Sweeney Jiatong Shi Emily Steliotes Matthew Lange Jonathan May Muhao Chen 99 2 0 19 Sep 2024
Edu-Values: Towards Evaluating the Chinese Education Values of Large Language Models Peiyi Zhang Yazhou Zhang Bo Wang Lu Rong Jing Qin Jing Qin AI4Ed ELM 137 2 0 19 Sep 2024
Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources Issey Sukeda ELM 85 2 0 18 Sep 2024
Efficient and Personalized Mobile Health Event Prediction via Small Language Models Xin Wang Ting Dang V. Kostakos Hong Jia 142 2 0 17 Sep 2024
LLMs for clinical risk prediction Mohamed Rezk Patricia Cabanillas Silva F. Dahlweid LM&MA 20 0 0 16 Sep 2024
COMFORT: A Continual Fine-Tuning Framework for Foundation Models Targeted at Consumer Healthcare Chia-Hao Li N. Jha 92 1 0 14 Sep 2024
StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly? Guobin Shen Dongcheng Zhao Aorigele Bao Xiang He Yiting Dong Yi Zeng 62 2 0 14 Sep 2024
From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice Qian Niu Keyu Chen Ming Li Pohsun Feng Ziqian Bi ... Junyu Liu Benji Peng Tianyang Wang Yunze Wang Silin Chen LM&MA 104 7 0 14 Sep 2024
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records Paloma Rabaey Henri Arno Stefan Heytens Thomas Demeester 75 2 0 13 Sep 2024
MAGDA: Multi-agent guideline-driven diagnostic assistance David Bani-Harouni Nassir Navab Matthias Keicher LM&MA 75 5 1 10 Sep 2024
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations Ziyao Wang Zheyu Shen Yexiao He Guoheng Sun Hongyi Wang Lingjuan Lyu Ang Li 93 49 0 09 Sep 2024
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Yizhen Zheng Huan Yee Koh M. Yang Li Li Lauren T. May Geoffrey I. Webb Shirui Pan George Church LM&MA 96 13 0 06 Sep 2024
CACER: Clinical Concept Annotations for Cancer Events and Relations Yujuan Fu Giridhar Kaushik Ramachandran Ahmad Halwani Bridget T. McInnes Fei Xia K. Lybarger Meliha Yetisgen Özlem Uzuner 62 2 0 05 Sep 2024
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition Abdul Rehman Jiangning Zhang Xiaosong Yang 102 0 0 05 Sep 2024
Creating a Gen-AI based Track and Trace Assistant MVP (SuperTracy) for PostNL Mohammad Reshadati 71 0 0 04 Sep 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 143 3 0 03 Sep 2024