Title
Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models Yingshui Tan Yilei Jiang Yongbin Li Qingbin Liu Xingyuan Bu Wenbo Su Xiangyu Yue Xiaoyong Zhu Bo Zheng ALM 153 6 0 17 Feb 2025
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ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis Xueshen Li Xinlong Hou Ziyi Huang Yu Gan LM&MA MedIm 86 0 0 15 Feb 2025
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MDCrow: Automating Molecular Dynamics Workflows with Large Language Models Quintina Campbell Sam Cox Jorge Medina Brittany Watterson A. White LLMAG AI4CE 83 4 0 13 Feb 2025
HuDEx: Integrating Hallucination Detection and Explainability for Enhancing the Reliability of LLM responses Sujeong Lee Hayoung Lee Seongsoo Heo Wonik Choi HILM 130 1 0 12 Feb 2025
Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis Sanket Jantre Tianle Wang Gilchan Park Kriti Chopra Nicholas Jeon Xiaoning Qian Nathan M. Urban Byung-Jun Yoon 193 1 0 10 Feb 2025
Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond Mardhiyah Sanni Tassallah Abdullahi Devendra D. Kayande Emmanuel Ayodele Naome A. Etori ... Chibuzor Okocha L. Ismaila Folafunmi Omofoye Boluwatife A. Adewale Tobi Olatunji 166 1 0 06 Feb 2025
Are Language Models Up to Sequential Optimization Problems? From Evaluation to a Hegelian-Inspired Enhancement Soheil Abbasloo LRM 70 0 0 04 Feb 2025
Prompt-based Depth Pruning of Large Language Models Juyun Wee Minjae Park Jaeho Lee VLM 185 0 0 04 Feb 2025
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 112 1 0 03 Feb 2025
OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology Chengfeng Zhou Ji Wang Juanjuan Qin Yining Wang Ling Sun Weiwei Dai LM&MA ELM 203 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 Helen Zhou LM&MA 150 2 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 Min Zhang LM&MA AILaw 228 176 0 28 Jan 2025
Towards Explainable Multimodal Depression Recognition for Clinical Interviews Wenjie Zheng Qiming Xie Zengzhi Wang Jianfei Yu Rui Xia 131 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 160 17 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 126 7 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 177 20 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 98 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 490 3 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 208 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 280 27 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 165 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 Shanghang Zhang Pengfei Liu Xiaofan Zhang LRM 98 15 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 116 1 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 98 4 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 109 7 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 94 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 Yu Guo Yucheng Wang Yu Wang 84 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 163 11 0 03 Jan 2025
Decoding Knowledge in Large Language Models: A Framework for Categorization and Comprehension Yanbo Fang Ruixiang Tang ELM 83 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 117 3 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 69 0 0 31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 137 30 0 31 Dec 2024
Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network Ritik Mehta Olha Jurecková Mark Stamp 128 0 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 205 11 0 22 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 147 0 0 16 Dec 2024
Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges Chandan K. Reddy Parshin Shojaee 147 11 0 16 Dec 2024
LLMs Can Simulate Standardized Patients via Agent Coevolution Zhuoyun Du Lujie Zheng Renjun Hu Yuyang Xu Xiaochen Li Ying Sun Wei Chen Jian Wu Haolei Cai Haohao Ying LM&MA 107 5 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 105 1 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 108 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 170 7 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 127 8 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 166 9 0 27 Nov 2024
Synthetic Data Generation with LLM for Improved Depression Prediction Andrea Kang Jun Yu Chen Zoe Lee-Youngzie Shuhao Fu SyDa 92 6 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 98 1 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 Mercy Nyamewaa Asiedu LM&MA 148 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 114 1 0 23 Nov 2024
Exploring Accuracy-Fairness Trade-off in Large Language Models Qingquan Zhang Qiqi Duan Bo Yuan Yuhui Shi Qingbin Liu 115 0 0 21 Nov 2024
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers Hojjat Karami David Atienza Anisoara Ionescu 136 1 0 20 Nov 2024