Title
CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs Sijia Chen Xiaomin Li Mengxue Zhang Eric Hanchen Jiang Qingcheng Zeng Chen-Hsiang Yu AAML MU ELM 27 0 0 16 May 2025
Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner Wenchuan Zhang Penghao Zhang Jingru Guo Tao Cheng Jie Chen Shuwan Zhang Zhang Zhang Yuhao Yi Hong Bu AI4TS LRM 17 0 0 16 May 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Jean-Philippe Corbeil Amin Dada Jean-Michel Attendu Asma Ben Abacha Alessandro Sordoni Lucas Caccia François Beaulieu Thomas Lin Jens Kleesiek Paul Vozila LM&MA 17 0 0 15 May 2025
NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context Ben Yao Qiuchi Li Yazhou Zhang Siyu Yang Bohan Zhang Prayag Tiwari Jing Qin 33 0 0 13 May 2025
HealthBench: Evaluating Large Language Models Towards Improved Human Health Rahul Arora Jason W. Wei Rebecca Soskin Hicks Preston Bowman Joaquin Quiñonero Candela ... Meghan Shah Andrea Vallone Alex Beutel Johannes Heidecke K. Singhal LM&MA AI4MH ELM 54 0 0 13 May 2025
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 38 0 0 13 May 2025
Multimodal Survival Modeling in the Age of Foundation Models Steven Song Morgan Borjigin-Wang Irene Madejski Robert L. Grossman 26 0 0 12 May 2025
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models Weiyi Wu Xinwen Xu Chongyang Gao Xingjian Diao Siting Li Lucas A. Salas Jiang Gui 26 0 0 12 May 2025
Healthy LLMs? Benchmarking LLM Knowledge of UK Government Public Health Information Joshua Harris Fan Grayson Felix Feldman Timothy Laurence Toby Nonnenmacher ... Leo Loman Selina Patel Thomas Finnie Samuel Collins Michael Borowitz AI4MH LM&MA ELM 54 0 0 09 May 2025
QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation Mengze Hong Wailing Ng Di Jiang Chen Zhang ELM 55 0 0 08 May 2025
Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking Alireza Sadeghi F. Hajati A. Argha Nigel H Lovell Min Yang Hamid Alinejad-Rokny 41 0 0 03 May 2025
Towards Artificial Intelligence Research Assistant for Expert-Involved Learning Tianyu Liu Simeng Han Xiao Luo Haoyu Wang Pan Lu ... Arman Cohan Hua Xu Mark B. Gerstein James Zou Hongyu Zhao 39 0 0 03 May 2025
Transferable Adversarial Attacks on Black-Box Vision-Language Models Kai Hu Weichen Yu L. Zhang Alexander Robey Andy Zou Chengming Xu Haoqi Hu Matt Fredrikson AAML VLM 64 1 0 02 May 2025
Detecting and Mitigating Hateful Content in Multimodal Memes with Vision-Language Models Minh-Hao Van Xintao Wu VLM 88 0 0 30 Apr 2025
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Xuanzhao Dong Wenhui Zhu Hao Wang Xiwen Chen Peijie Qiu Rui Yin Yi Su Y. Wang RALM MedIm 52 0 0 30 Apr 2025
Insulin Resistance Prediction From Wearables and Routine Blood Biomarkers Ahmed A. Metwally A. Heydari Daniel J. McDuff Alexandru Solot Zeinab Esmaeilpour ... David B. Savage C. Heneghan Shwetak N. Patel Cathy Speed Javier L. Prieto 29 1 0 30 Apr 2025
A Domain-Agnostic Scalable AI Safety Ensuring Framework Beomjun Kim Kangyeon Kim Sunwoo Kim Heejin Ahn 55 0 0 29 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 89 0 0 29 Apr 2025
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text Jiageng Wu Bowen Gu Ren Zhou Kevin Xie Doug Snyder ... Shuifa Sun Jonathan H. Chen Santiago Romero-Brufau K. J. Lin Jie Yang LM&MA ELM 92 0 0 28 Apr 2025
$$\texttt{SAGE}$: A Generic Framework for LLM Safety Evaluation$ $\texttt{SAGE}$ : A Generic Framework for LLM Safety Evaluation Madhur Jindal Hari Shrawgi Parag Agrawal Sandipan Dandapat ELM 47 0 0 28 Apr 2025
TraveLLaMA: Facilitating Multi-modal Large Language Models to Understand Urban Scenes and Provide Travel Assistance Meng Chu Yukang Chen Haokun Gui Shaozuo Yu Yi Wang Jiaya Jia 42 0 0 23 Apr 2025
Enhancing TCR-Peptide Interaction Prediction with Pretrained Language Models and Molecular Representations Cong Qi Hanzhang Fang Siqi Jiang Tianxing Hu Wei Zhi 29 0 0 22 Apr 2025
Investigating LLMs in Clinical Triage: Promising Capabilities, Persistent Intersectional Biases Joseph Lee Tianqi Shang Jae Young Baik D. Duong-Tran Shu Yang Lingyao Li Li Shen 135 0 0 22 Apr 2025
DMind Benchmark: Toward a Holistic Assessment of LLM Capabilities across the Web3 Domain Miracle Master Rainy Sun Anya Reese Joey Ouyang Alex Chen ... James Yi Garry Zhao Tony Ling Hobert Wong Lowes Yang ALM ELM 77 0 0 18 Apr 2025
LLM Sensitivity Evaluation Framework for Clinical Diagnosis Chenwei Yan Xiangling Fu Yuxuan Xiong Tianyi Wang Siu Cheung Hui Ji Wu Xien Liu LM&MA ELM 35 0 0 18 Apr 2025
CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives Ayoung Lee Ryan Sungmo Kwon Peter Railton Lu Wang ELM 51 0 0 15 Apr 2025
Learning to Be A Doctor: Searching for Effective Medical Agent Architectures Yangyang Zhuang Wenjia Jiang Jianwei Zhang Ze Yang Qiufeng Wang Chi Zhang AI4CE 34 0 0 15 Apr 2025
Streamlining Biomedical Research with Specialized LLMs Linqing Chen Weilei Wang Yubin Xia Wentao Wu Peng Xu ... Lisha Zhang Fu Bian Zhongkai Ye Lidong Pei Changyang Tu 30 1 0 15 Apr 2025
Cancer-Myth: Evaluating AI Chatbot on Patient Questions with False Presuppositions Wang Zhu Tianqi Chen Ching Ying Lin Jade Law Mazen Jizzini Jorge J. Nieva Ruishan Liu Robin Jia 39 0 0 15 Apr 2025
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation Hanmeng Zhong Linqing Chen Weilei Wang Wentao Wu 30 0 0 15 Apr 2025
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging Tan-Hanh Pham Chris Ngo Trong-Duong Bui Minh Luu Quang Tan-Huong Pham Truong-Son Hy 29 1 0 14 Apr 2025
DICE: A Framework for Dimensional and Contextual Evaluation of Language Models Aryan Shrivastava Paula Akemi Aoyagui 29 0 0 14 Apr 2025
Interactivity x Explainability: Toward Understanding How Interactivity Can Improve Computer Vision Explanations Indu Panigrahi Sunnie S. Y. Kim Amna Liaqat Rohan Jinturkar Olga Russakovsky Ruth C. Fong Parastoo Abtahi FAtt HAI 57 0 0 14 Apr 2025
Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis Umakanta Maharana Sarthak Verma Avarna Agarwal Prakashini Mruthyunjaya Dwarikanath Mahapatra Sakir Ahmed Murari Mandal 150 0 0 09 Apr 2025
Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging Siyuan Dai Kai Ye Guodong Liu Haoteng Tang Liang Zhan MedIm 38 0 0 09 Apr 2025
LExT: Towards Evaluating Trustworthiness of Natural Language Explanations Krithi Shailya Shreya Rajpal Gokul S Krishnan Balaraman Ravindran ELM 59 1 0 08 Apr 2025
SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities Noga Ben Yoash Meni Brief O. Ovadia Gil Shenderovitz Moshik Mishaeli Rachel Lemberg Eitam Sheetrit ELM AIFin 28 0 0 06 Apr 2025
Experimental Study on Time Series Analysis of Lower Limb Rehabilitation Exercise Data Driven by Novel Model Architecture and Large Models Hengyu Lin AI4CE 28 0 0 04 Apr 2025
Multi-encoder nnU-Net outperforms Transformer models with self-supervised pretraining Seyedeh Sahar Taheri Otaghsara Reza Rahmanzadeh ViT 39 0 0 04 Apr 2025
A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models Gaurav Verma Jiawei Zhou Mohit Chandra Srijan Kumar M. D. Choudhury 53 0 0 03 Apr 2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction Jay Lee Hanqi Su Dai-Yan Ji Takanobu Minami AI4CE 48 0 0 03 Apr 2025
Medical large language models are easily distracted Krithik Vishwanath Anton Alyakin Daniel Alber Jin Vivian Lee Douglas Kondziolka E. Oermann 33 0 0 01 Apr 2025
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning Jian Zhao Runze Liu Kaiyan Zhang Zhimu Zhou Junqi Gao ... Jiafei Lyu Zhouyi Qian Biqing Qi Xiu Li Bowen Zhou OffRL LRM 37 3 0 01 Apr 2025
Evaluation of the phi-3-mini SLM for identification of texts related to medicine, health, and sports injuries Chris Brogly Saif Rjaibi Charlotte Liang Erica Lam Edward Wang Adam Levitan Sarah Paleczny Michael Cusimano 24 0 0 31 Mar 2025
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation Yifan Feng Hao Hu Xingliang Hou Shiquan Liu Shihui Ying S. Du Han Hu Yue Gao 39 0 0 30 Mar 2025
A Scalable Framework for Evaluating Health Language Models Neil Mallinar A. Heydari Xin Liu Anthony Z. Faranesh Brent Winslow ... Mark Malhotra Shwetak N. Patel Javier L. Prieto Daniel J. McDuff Ahmed A. Metwally LM&MA 64 2 0 30 Mar 2025
Can LLMs Support Medical Knowledge Imputation? An Evaluation-Based Perspective Xinyu Yao Aditya Sannabhadti Holly Wiberg Karmel S. Shehadeh R. Padman 59 0 0 29 Mar 2025
Leveraging LLMs for Predicting Unknown Diagnoses from Clinical Notes Dina Albassam Adam Cross Chengxiang Zhai 34 0 0 28 Mar 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions Mohammad Almansoori Kemal Kurniawan Hisham Cholakkal 147 0 0 28 Mar 2025
Medical Reasoning in LLMs: An In-Depth Analysis of DeepSeek R1 Birger Moëll Fredrik Sand Aronsson Sanian Akbar ELM LRM 47 1 0 27 Mar 2025