Title
ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access Networks Pranshav Gajjar Vijay K. Shah 80 9 0 08 Jul 2024
Convolutional vs Large Language Models for Software Log Classification in Edge-Deployable Cellular Network Testing A. Ihalage Sayed M. Taheri Faris Muhammad Hamed Al-Raweshidy 70 2 0 04 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 87 2 0 02 Jul 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 99 10 0 27 Jun 2024
Automated Clinical Data Extraction with Knowledge Conditioned LLMs Diya Li Asim Kadav Aijing Gao Rui Li R. Bourgon 47 9 0 26 Jun 2024
LABOR-LLM: Language-Based Occupational Representations with Large Language Models Tianyu Du Ayush Kanodia Herman Brunborg Keyon Vafa Susan Athey 88 4 0 25 Jun 2024
CityGPT: Empowering Urban Spatial Cognition of Large Language Models Jie Feng Tianhui Liu Junbo Yan Siqi Guo Yuming Lin Yong Li 125 16 0 20 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 90 5 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 116 14 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 84 0 0 17 Jun 2024
Incentivizing Quality Text Generation via Statistical Contracts Eden Saig Ohad Einav Inbal Talgam-Cohen 92 5 0 17 Jun 2024
Evaluating the Performance of Large Language Models via Debates Behrad Moniri Hamed Hassani Yan Sun ELM ALM 112 7 0 16 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 148 5 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 98 3 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 141 8 0 14 Jun 2024
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming Victor-Alexandru Pădurean Adish Singla ELM 105 4 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 63 4 0 13 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 111 12 0 10 Jun 2024
Tx-LLM: A Large Language Model for Therapeutics Juan Manuel Zambrano Chaves Eric Wang Tao Tu E. D. Vaishnav Byron Lee S. S. Mahdavi Christopher Semturs David Fleet Vivek Natarajan Shekoofeh Azizi LM&MA 119 20 0 10 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 94 56 0 06 Jun 2024
Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine Maxime Griot Jean Vanderdonckt D. Yüksel C. Hemptinne AI4Ed ELM LM&MA 120 6 0 04 Jun 2024
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training Jinxia Yang Fuchun Sun Wayne Xin Zhao Ji-Rong Wen 96 4 0 30 May 2024
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models Jiankun Wang Sumyeong Ahn Taykhoom Dalal Xiaodan Zhang Weishen Pan Qiannan Zhang Bin Chen H. H. Dodge Fei Wang Jiayu Zhou LM&MA 58 1 0 26 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 184 4 0 24 May 2024
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Samuel Schmidgall Rojin Ziaei Carl Harris Eduardo Reis Jeffrey Jopling Michael Moor 220 55 0 13 May 2024
MedVersa: A Generalist Foundation Model for Medical Image Interpretation Hong-Yu Zhou Subathra Adithan J. N. Acosta Suvrankar Datta E. Topol Pranav Rajpurkar MedIm 135 29 0 13 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 114 12 0 10 May 2024
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection Bhawesh Kumar Jonathan Amar Eric Yang Nan Li Yugang Jia 41 4 0 09 May 2024
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices Jamil Zaghir Marco Naguib Mina Bjelogrlic Aurélie Névéol Xavier Tannier Christian Lovis AI4CE LM&MA 83 6 0 02 May 2024
Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs Zhenlan Ji Daoyuan Wu Pingchuan Ma Zongjie Li Shuai Wang LLMAG 84 6 0 27 Apr 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis Parth Vashisht Abhilasha Lodha Mukta Maddipatla Zonghai Yao Avijit Mitra Zhichao Yang Junda Wang Sunjae Kwon Hong-ye Yu LM&MA 67 3 0 27 Apr 2024
RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis Xiaoman Zhang Chaoyi Wu Ziheng Zhao Jiayu Lei Ya Zhang Yanfeng Wang Weidi Xie 76 20 0 25 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 189 61 0 23 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 126 96 0 11 Apr 2024
CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models Sheng Wang Tianming Du Katherine Fischer Gregory E. Tasian Justin B Ziemba Joanie Garratt H. Sagreiya Yong-Xian Fan MedIm LM&MA 58 1 0 11 Apr 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering Juhong Min Shyamal Buch Arsha Nagrani Minsu Cho Cordelia Schmid LRM 93 31 0 09 Apr 2024
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering Inigo Alonso Maite Oronoz Rodrigo Agerri AI4MH LM&MA ELM 94 21 1 08 Apr 2024
Can Humans Identify Domains? Maria Barrett Max Müller-Eberstein Elisa Bassignana Amalie Brogaard Pauli Mike Zhang Rob van der Goot 104 1 0 02 Apr 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation Yuhong He Yongqi Zhang Shizhu He Jun Wan LRM 80 1 0 28 Mar 2024
Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator Yusheng Liao Yutong Meng Yuhao Wang Hongcheng Liu Yanfeng Wang Yu Wang LM&MA ELM 62 9 0 13 Mar 2024
A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data Yifan Wu Yang Liu Yue Yang Michael S. Yao Wenli Yang ... Yueming Liu James C. Gee Xuan Yang Wenbin Wei Shi Gu 58 3 0 08 Mar 2024
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models Tessa Han Aounon Kumar Chirag Agarwal Himabindu Lakkaraju ELM LM&MA AI4MH 54 10 0 06 Mar 2024
Analysis of Privacy Leakage in Federated Large Language Models Minh Nhat Vu Truc D. T. Nguyen Tre' R. Jeter My T. Thai 84 7 0 02 Mar 2024
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation Zeyuan Ma Hongshu Guo Jiacheng Chen Guojun Peng Zhiguang Cao Yining Ma Yue-Jiao Gong SyDa ALM 89 22 0 02 Mar 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models Vithursan Thangarasa Mahmoud Salem Shreyas Saxena Kevin Leong Joel Hestness Sean Lie MedIm 81 1 0 01 Mar 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 145 43 0 28 Feb 2024
Prediction-Powered Ranking of Large Language Models Ivi Chatzi Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez ALM 127 9 0 27 Feb 2024
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning Han Zou Qiyang Zhao Lina Bariah Yu Tian M. Bennis S. Lasaulce 154 14 0 26 Feb 2024
BiMediX: Bilingual Medical Mixture of Experts LLM Sara Pieri Sahal Shaji Mullappilly Fahad Shahbaz Khan Rao Muhammad Anwer Salman Khan Timothy Baldwin Hisham Cholakkal LM&MA 70 15 0 20 Feb 2024
Had enough of experts? Quantitative knowledge retrieval from large language models David Selby Kai Spriestersbach Yuichiro Iwashita Dennis Bappert Archana Warrier Sumantrak Mukherjee Muhammad Nabeel Asim Koichi Kise Sebastian Vollmer 143 1 0 12 Feb 2024