Title
Evaluation of Large Language Models via Coupled Token Generation N. C. Benz Stratis Tsirtsis Eleni Straitouri Ivi Chatzi Ander Artola Velasco Suhas Thejaswi Manuel Gomez Rodriguez 51 0 0 03 Feb 2025
Survey and Improvement Strategies for Gene Prioritization with Large Language Models Matthew Neeley Guantong Qi Guanchu Wang Ruixiang Tang Dongxue Mao ... Bo Yuan Fan Xia Pengfei Liu Zhandong Liu Xia Hu LM&MA 104 0 0 30 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 154 0 28 Jan 2025
Towards Explainable Multimodal Depression Recognition for Clinical Interviews Wenjie Zheng Qiming Xie Zengzhi Wang Jianfei Yu Rui Xia 60 0 0 28 Jan 2025
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 69 14 0 28 Jan 2025
Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents Shrinidhi Kumbhar Venkatesh Mishra Kevin Coutinho Divij Handa Ashif Iquebal Chitta Baral 78 5 0 23 Jan 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 70 8 0 21 Jan 2025
A Survey on Memory-Efficient Large-Scale Model Training in AI for Science Kaiyuan Tian Linbo Qiao Baihui Liu Gongqingjian Jiang Dongsheng Li 36 0 0 21 Jan 2025
Neuradicon: operational representation learning of neuroimaging reports Henry Watkins Robert J. Gray Adam Julius Y. Mah W. H. Pinaya ... Jorge M. Cardoso Sebastien Ourselin Geraint Rees Rolf Jaeger P. Nachev MedIm 146 1 0 20 Jan 2025
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Shuoling Liu Gaoguo Jia Yuhang Jiang Liyuan Chen Qiang Yang AIFin LRM 95 0 0 17 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 18 0 17 Jan 2025
ASTRID -- An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems Mohita Chowdhury Yajie Vera He Aisling Higham Ernest Lim 58 1 0 14 Jan 2025
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning Zhongzhen Huang Gui Geng Shengyi Hua Zhen Huang Haoyang Zou S. Zhang Pengfei Liu Xiaofan Zhang LRM 38 10 0 11 Jan 2025
MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare Ye Chen Dongdong Huang Haoyun Xu Cong Fu Lin Sheng Qingli Zhou Yuqiang Shen Kai Wang VLM MedIm 45 0 0 11 Jan 2025
BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems Nikita Mehandru Amanda K. Hall Olesya Melnichenko Yulia Dubinina Daniel Tsirulnikov David Bamman Ahmed Alaa Scott Saponas Venkat S. Malladi 44 3 0 10 Jan 2025
Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use Mohit Chandra Siddharth Sriraman Gaurav Verma Harneet Singh Khanuja Jose Suarez Campayo Zihang Li Michael L. Birnbaum M. D. Choudhury AI4MH 34 5 0 08 Jan 2025
IIMedGPT: Promoting Large Language Model Capabilities of Medical Tasks by Efficient Human Preference Alignment Yiming Zhang Zheng Chang Wentao Cai MengXing Ren Kang Yuan Yining Sun Zenghui Ding LM&MA 36 3 0 06 Jan 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications Zhe Chen Yusheng Liao Shuyang Jiang Pingjie Wang Y. Guo Y. Wang Yu Wang 39 3 0 05 Jan 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue Siyuan Wang Wei Chen Xuanjing Huang Zhongyu Wei LLMAG 80 9 0 03 Jan 2025
Decoding Knowledge in Large Language Models: A Framework for Categorization and Comprehension Yanbo Fang Ruixiang Tang ELM 38 0 0 03 Jan 2025
ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes Shengxin Hong Liang Xiao Xin Zhang Jian-Xing Chen LRM 45 2 0 31 Dec 2024
STAYKATE: Hybrid In-Context Example Selection Combining Representativeness Sampling and Retrieval-based Approach -- A Case Study on Science Domains Chencheng Zhu Kazutaka Shimada Tomoki Taniguchi Tomoko Ohkuma 38 0 0 31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 61 18 0 31 Dec 2024
Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network Ritik Mehta Olha Jurecková Mark Stamp 59 34 0 25 Dec 2024
KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis Kaiwen Zuo Yirui Jiang Fan Mo Pietro Lio 88 6 0 22 Dec 2024
LLMs Can Simulate Standardized Patients via Agent Coevolution Zhuoyun Du Lujie Zheng Renjun Hu Yuyang Xu X. Li Ying Sun Wei Chen Jian Wu Haolei Cai Haohao Ying LM&MA 79 3 0 16 Dec 2024
ACE- $M^3$ : Automatic Capability Evaluator for Multimodal Medical Models Xiechi Zhang Shunfan Zheng Linlin Wang Gerard de Melo Zhu Cao Xiaoling Wang Liang He ELM 119 0 0 16 Dec 2024
Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges Chandan K. Reddy Parshin Shojaee 73 4 0 16 Dec 2024
MedG-KRP: Medical Graph Knowledge Representation Probing Gabriel R. Rosenbaum L. Jiang Ivaxi Sheth Jaden Stryker Anton Alyakin ... Mustafa Nasir-Moin Jan Moritz Niehues Karl L. Sangwon Eunice Yang Eric Karl Oermann AI4MH 74 0 0 14 Dec 2024
Large Language Models for Medical Forecasting -- Foresight 2 Z. Kraljevic Joshua Au Yeung D. Bean James T. Teo Richard J. B. Dobson LM&MA 79 0 0 14 Dec 2024
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models Hieu Tran Zonghai Yao Junda Wang Yifan Zhang Zhichao Yang Hong-ye Yu LRM 79 6 0 03 Dec 2024
Medchain: Bridging the Gap Between LLM Agents and Clinical Practice through Interactive Sequential Benchmarking Jie Liu Wenxuan Wang Zizhan Ma Guolin Huang Yihang Su Kao-Jung Chang Wenting Chen Haoliang Li Linlin Shen Michael R. Lyu 83 5 0 02 Dec 2024
Foundation Models in Radiology: What, How, When, Why and Why Not Magdalini Paschali Zhihong Chen Louis Blankemeier Maya Varma Alaa Youssef Christian Bluethgen C. Langlotz S. Gatidis Akshay S. Chaudhari LM&MA MedIm AI4CE 104 3 0 27 Nov 2024
Synthetic Data Generation with LLM for Improved Depression Prediction Andrea Kang Jun Yu Chen Zoe Lee-Youngzie Shuhao Fu SyDa 61 3 0 26 Nov 2024
Towards Foundation Models for Critical Care Time Series Manuel Burger Fedor Sergeev Malte Londschien Daphné Chopard Hugo Yèche ... Zeynep Babür Jasmina Bogojeska M. Faltys Rita Kuznetsova Gunnar Rätsch AI4TS LM&MA 75 0 0 25 Nov 2024
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset Tobi Olatunji Charles Nimo A. Owodunni Tassallah Abdullahi Emmanuel Ayodele ... Michael Best Irfan Essa Stephen E. Moore Chris Fourie M. Asiedu LM&MA 73 3 0 23 Nov 2024
ChemSafetyBench: Benchmarking LLM Safety on Chemistry Domain Haochen Zhao Xiangru Tang Ziran Yang Xiao Han Xuanzhi Feng ... Senhao Cheng Di Jin Yilun Zhao Arman Cohan Mark B. Gerstein ELM 83 1 0 23 Nov 2024
Exploring Accuracy-Fairness Trade-off in Large Language Models Qingquan Zhang Qiqi Duan Bo Yuan Yuhui Shi Jiaheng Liu 74 0 0 21 Nov 2024
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers Hojjat Karami David Atienza Anisoara Ionescu 70 1 0 20 Nov 2024
Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding Nabeel Seedat Caterina Tozzi Andrea Hita Ardiaca M. Schaar James Weatherall Adam Taylor 176 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 77 0 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 33 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 37 9 0 06 Nov 2024
Automating Exploratory Proteomics Research via Language Models Ning Ding Shang Qu Linhai Xie Yifei Li Ziqiang Liu ... Youbang Sun Yang Li Dong Li Fuchu He Bowen Zhou 39 2 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 55 9 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 142 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 50 7 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 36 0 0 04 Nov 2024
Formal Theorem Proving by Rewarding LLMs to Decompose Proofs Hierarchically Kefan Dong Arvind V. Mahankali Tengyu Ma ReLM LRM 30 6 0 04 Nov 2024
Diagnosing Medical Datasets with Training Dynamics Laura Wenderoth 26 0 0 03 Nov 2024