Title
Towards a Holistic Framework for Multimodal Large Language Models in Three-dimensional Brain CT Report Generation Cheng-Yi Li Kao-Jung Chang Cheng-Fu Yang Hsin-Yu Wu Wenting Chen ... Yu-Chun Chen Shih-Pin Chen J. Lirng Kai-Wei Chang Shih-Hwa Chiou LM&MA MedIm 46 3 0 02 Jul 2024
Lightweight Large Language Model for Medication Enquiry: Med-Pal Kabilan Elangovan J. Ong Liyuan Jin Benjamin Jun Jie Seng Yu Heng Kwan ... Justina Koi Li Ma Yuhe Ke Nan Liu K. Giacomini Daniel Ting AI4MH LM&MA 53 1 0 02 Jul 2024
LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis Tianyu Cui Shiyu Ma Ziang Chen Tong Xiao Shimin Tao ... Changchang Liu Yuzhe Cai Weibin Meng Yongqian Sun Dan Pei ELM 27 5 0 02 Jul 2024
The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem Joe B Hakim Jeffery L Painter D. Ramcharran V. Kara Greg Powell Paulina Sobczak Chiho Sato Andrew Bate Andrew Beam 39 2 0 01 Jul 2024
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability Yanfang Chen Ding Chen Shichao Song Simin Niu Hanyu Wang Zeyun Tang Zhiyu Li Zhiyu Li 24 0 0 30 Jun 2024
Evaluation of Bias Towards Medical Professionals in Large Language Models Xi Chen Yang Xu M. You Li Wang Weizhi Liu Jian Li 37 0 0 30 Jun 2024
ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning Christopher E. Mower Yuhui Wan Hongzhan Yu Antoine Grosnit Jonas Gonzalez-Billandon ... Kun Shao Xingyue Quan Jianye Hao Jun Wang Haitham Bou-Ammar LM&Ro LLMAG 45 9 0 28 Jun 2024
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 35 7 0 27 Jun 2024
Learning to Correct for QA Reasoning with Black-box LLMs Jaehyung Kim Dongyoung Kim Yiming Yang LRM 48 3 0 26 Jun 2024
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them Wenya Xie Qingying Xiao Yu Zheng Xidong Wang Junying Chen Ke Ji Anningzhe Gao Xiang Wan Feng Jiang Benyou Wang LM&MA 38 3 0 26 Jun 2024
Automated Clinical Data Extraction with Knowledge Conditioned LLMs Diya Li Asim Kadav Aijing Gao Rui Li R. Bourgon 34 7 0 26 Jun 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment J. Lin H. Xu Zifeng Wang Sheng Wang Jiashuo Sun ELM LM&MA 29 8 0 25 Jun 2024
CTBench: A Comprehensive Benchmark for Evaluating Language Model Capabilities in Clinical Trial Design Nafis Neehal Bowen Wang Shayom Debopadhaya Soham Dan K. Murugesan Vibha Anand Kristin P. Bennett LM&MA ELM 44 1 0 25 Jun 2024
FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model Feijie Wu Zitao Li Yaliang Li Bolin Ding Jing Gao 34 42 0 25 Jun 2024
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation Yusheng Liao Shuyang Jiang Yanfeng Wang Yu Wang 52 2 0 25 Jun 2024
LABOR-LLM: Language-Based Occupational Representations with Large Language Models Tianyu Du Ayush Kanodia Herman Brunborg Keyon Vafa Susan Athey 37 3 0 25 Jun 2024
It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension Sagi Shaier Lawrence E Hunter K. Wense 44 3 0 24 Jun 2024
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings Andrea Posada Daniel Rueckert Felix Meissen Philip Muller LM&MA ELM 37 0 0 24 Jun 2024
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models Mianxin Liu Jinru Ding Jie Xu Weiguo Hu Xiaoyang Li ... Haofen Wang Tong Ruan Xuanjing Huang Xin Sun Shaoting Zhang ELM AI4MH LM&MA 34 9 0 24 Jun 2024
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Jannik Kossen Jiatong Han Muhammed Razzak Lisa Schut Shreshth A. Malik Yarin Gal HILM 60 35 0 22 Jun 2024
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens Yongqi Fan Hongli Sun Kui Xue Xiaofan Zhang Shaoting Zhang Tong Ruan 47 0 0 21 Jun 2024
Human-AI collectives produce the most accurate differential diagnoses N. Zöller Julian Berger Irving Lin Nathan Fu Jayanth S Komarneni ... Benjamin Harack Eugene A. Chu V. Trianni Ralf H. J. M. Kurvers Stefan M. Herzog LM&MA 36 1 0 21 Jun 2024
InternLM-Law: An Open Source Chinese Legal Large Language Model Zhiwei Fei Songyang Zhang Xiaoyu Shen Dawei Zhu Xiao Wang ... Yining Li Wenwei Zhang Dahua Lin Kai Chen Jidong Ge ELM AILaw 54 3 0 21 Jun 2024
70B-parameter large language models in Japanese medical question-answering Issey Sukeda Risa Kishikawa Satoshi Kodera LM&MA 50 3 0 21 Jun 2024
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization Sungbin Shin Wonpyo Park Jaeho Lee Namhoon Lee 46 1 0 21 Jun 2024
ACR: A Benchmark for Automatic Cohort Retrieval Dung Ngoc Thai Victor Ardulov Jose Ulises Mena Simran Tiwari Gleb Erofeev R. Eskander Karim Tarabishy Ravi B Parikh Wael Salloum 74 0 0 20 Jun 2024
Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary Xingmeng Zhao Tongnian Wang Anthony Rios LM&MA 57 0 0 20 Jun 2024
Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning Lynn Chua Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Daogao Liu Pasin Manurangsi Amer Sinha Chiyuan Zhang 34 11 0 20 Jun 2024
CityGPT: Empowering Urban Spatial Cognition of Large Language Models Jie Feng Yuwei Du Tianhui Liu Siqi Guo Yuming Lin Yong Li 45 13 0 20 Jun 2024
ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World Weixiang Yan Haitian Liu Tengxiao Wu Qian Chen Wen Wang ... Jiayi Wang Weishan Zhao Yixin Zhang Renjun Zhang Li Zhu LM&MA 52 10 0 19 Jun 2024
Is persona enough for personality? Using ChatGPT to reconstruct an agent's latent personality from simple descriptions Yongyi Ji Zhisheng Tang Mayank Kejriwal 42 4 0 18 Jun 2024
Aqulia-Med LLM: Pioneering Full-Process Open-Source Medical Language Models Lulu Zhao Weihao Zeng Xiaofeng Shi Hua Zhou Donglin Hao Yonghua Lin LM&MA 40 4 0 18 Jun 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations Nikhil Khandekar Qiao Jin Guangzhi Xiong Soren Dunn Serina S Applebaum ... Amisha D. Dave Andrew Taylor Aidong Zhang Qingyu Chen Zhiyong Lu LM&MA ELM 31 6 0 17 Jun 2024
GPT-Powered Elicitation Interview Script Generator for Requirements Engineering Training Binnur Görer Fatma Başak Aydemir 38 4 0 17 Jun 2024
JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models Ze Wang Zekun Wu Xin Guan Michael Thaler Adriano Soares Koshiyama Skylar Lu Sachin Beepath Ediz Ertekin Jr. Maria Perez-Ortiz 34 5 0 17 Jun 2024
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams Zheheng Luo Chenhan Yuan Qianqian Xie Sophia Ananiadou ELM AI4MH LM&MA 49 0 0 17 Jun 2024
Incentivizing Quality Text Generation via Statistical Contracts Eden Saig Ohad Einav Inbal Talgam-Cohen 33 2 0 17 Jun 2024
WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist Chenyu Ren Yazhou Zhang Daihai He Jing Qin AI4MH LM&MA 34 2 0 16 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 27 0 16 Jun 2024
Evaluating the Performance of Large Language Models via Debates Behrad Moniri Hamed Hassani Yan Sun ELM ALM 58 5 0 16 Jun 2024
Applications of Generative AI in Healthcare: algorithmic, ethical, legal and societal considerations Onyekachukwu R. Okonji Kamol Yunusov Bonnie Gordon MedIm 43 3 0 15 Jun 2024
Horizon-wise Learning Paradigm Promotes Gene Splicing Identification Qi-Jie Li Qian Sun Shao-Qun Zhang 33 0 0 15 Jun 2024
CancerLLM: A Large Language Model in Cancer Domain Mingchen Li Jiatan Huang Jeremy Yeung A. Blaes Steven Johnson Hongfang Liu Hua Xu Rui Zhang ELM LM&MA 32 4 0 15 Jun 2024
What is the best model? Application-driven Evaluation for Large Language Models Shiguo Lian Kaikai Zhao Xinhui Liu Xuejiao Lei Bikun Yang Wenjing Zhang Kai Wang Zhaoxiang Liu ALM ELM 43 2 0 14 Jun 2024
Large language model validity via enhanced conformal prediction methods John J. Cherian Isaac Gibbs Emmanuel J. Candès 37 21 0 14 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 44 5 0 14 Jun 2024
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming Victor-Alexandru Pădurean Adish Singla ELM 54 3 0 14 Jun 2024
Chain-of-Though (CoT) prompting strategies for medical error detection and correction Zhaolong Wu Abul Hasan Jinge Wu Yunsoo Kim Jason PY Cheung Teng Zhang Honghan Wu LRM 19 4 0 13 Jun 2024
TelecomRAG: Taming Telecom Standards with Retrieval Augmented Generation and LLMs G. M. Yilma J. Ayala-Romero A. Garcia-Saavedra Xavier Costa-Perez 30 8 0 11 Jun 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 54 9 0 10 Jun 2024