Title
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 35 6 0 02 May 2024
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine Mingchen Li H. Kilicoglu Hualei Xu Rui Zhang LM&MA RALM 40 13 0 01 May 2024
GPT-4 passes most of the 297 written Polish Board Certification Examinations Jakub Pokrywka Jeremi Kaczmarek Edward Gorzelañczyk LM&MA ELM 43 5 0 29 Apr 2024
Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs Zhenlan Ji Daoyuan Wu Pingchuan Ma Zongjie Li Shuai Wang LLMAG 48 3 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 34 1 0 27 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 52 64 0 25 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 28 16 0 25 Apr 2024
Large Language Models in the Clinic: A Comprehensive Benchmark Andrew Liu Hongjian Zhou Yining Hua Omid Rohanian Anshul Thakur Lei A. Clifton David A. Clifton AI4MH LM&MA 51 8 0 25 Apr 2024
Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare Emre Can Acikgoz Osman Batur .Ince Rayene Bench Arda Anil Boz .Ilker Kesen Aykut Erdem Erkut Erdem LM&MA 40 10 0 25 Apr 2024
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry Yining Huang Keke Tang Meilian Chen Boyuan Wang ELM LM&MA 29 15 0 24 Apr 2024
PRISM: Patient Records Interpretation for Semantic Clinical Trial Matching using Large Language Models Shashi Kant Gupta Aditya Basu Mauro Nievas Jerrin Thomas Nathan Wolfrath ... Regina Schwind Therica M. Miller Sorena Nadaf-Rahrov Yanshan Wang Hrituraj Singh LM&MA 50 8 0 23 Apr 2024
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents Jean-Philippe Corbeil 32 3 0 23 Apr 2024
Bias patterns in the application of LLMs for clinical decision support: A comprehensive study Raphael Poulain Hamed Fayyaz Rahmatollah Beheshti 33 16 0 23 Apr 2024
CT-Agent: Clinical Trial Multi-Agent with Large Language Model-based Reasoning Ling Yue Tianfan Fu LLMAG LRM ELM 35 5 0 23 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 84 46 0 23 Apr 2024
Holistic Safety and Responsibility Evaluations of Advanced AI Models Laura Weidinger Joslyn Barnhart Jenny Brennan Christina Butterfield Susie Young ... Sebastian Farquhar Lewis Ho Iason Gabriel Allan Dafoe William S. Isaac ELM 40 8 0 22 Apr 2024
SciDaSynth: Interactive Structured Knowledge Extraction and Synthesis from Scientific Literature with Large Language Model Xingbo Wang S. Huey Rui Sheng Saurabh Mehta Fei Wang 44 4 0 21 Apr 2024
Reinforcement of Explainability of ChatGPT Prompts by Embedding Breast Cancer Self-Screening Rules into AI Responses Yousef Khan Ahmed Abdeen Hamed 49 2 0 21 Apr 2024
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions Soumyadeep Roy A. Khatua Fatemeh Ghoochani Uwe Hadler Wolfgang Nejdl Niloy Ganguly ELM LM&MA 46 8 0 20 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 83 26 0 15 Apr 2024
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning Sungwon Han Jinsung Yoon Sercan Ö. Arik Tomas Pfister LMTD 40 24 0 15 Apr 2024
Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms Diandian Guo Manxi Lin Jialun Pei He Tang Yueming Jin Pheng-Ann Heng 37 2 0 14 Apr 2024
DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness Yuqi Wang Zeqiang Wang Wei Wang Qi Chen Kaizhu Huang Anh Nguyen Suparna De 31 1 0 14 Apr 2024
MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts Yusheng Liao Shuyang Jiang Yu Wang Yanfeng Wang MoE 36 5 0 13 Apr 2024
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs Shreyas Chaudhari Pranjal Aggarwal Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik R. Narasimhan Ameet Deshpande Bruno Castro da Silva 29 34 0 12 Apr 2024
Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain Iker García-Ferrero Rodrigo Agerri Aitziber Atutxa Salazar Elena Cabrio Iker de la Iglesia ... Johana Ramirez-Romero German Rigau J. M. Villa-Gonzalez S. Villata Andrea Zaninello 86 19 0 11 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 43 86 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 36 1 0 11 Apr 2024
Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study H. Du Jianan Zhao Yang Katie Zhao Shaochong Xu Xihong Lin Yiran Chen Lauren M. Gardner H. Yang 23 3 0 10 Apr 2024
Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision Yingbo Ma Suraj Kolla Zhenhong Hu Dhruv Kaliraman Victoria Nolan ... Jeremy A. Balch Tyler J. Loftus Parisa Rashidi A. Bihorac B. Shickel AI4TS 33 1 0 10 Apr 2024
Automatic Authorities: Power and AI Seth Lazar 22 2 0 09 Apr 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering Juhong Min Shyamal Buch Arsha Nagrani Minsu Cho Cordelia Schmid LRM 44 20 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 52 16 1 08 Apr 2024
Xiwu: A Basis Flexible and Learnable LLM for High Energy Physics Zhengde Zhang Yiyu Zhang Haodong Yao Jianwen Luo Rui Zhao ... Ke Li Lina Zhao Jun Cao Fazhi Qi Changzheng Yuan 40 2 0 08 Apr 2024
Effects of Different Prompts on the Quality of GPT-4 Responses to Dementia Care Questions Zhuochun Li Bo Xie Robin Hilsabeck Alyssa Aguirre Ning Zou Zhimeng Luo Daqing He 36 0 0 05 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 84 27 0 04 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 46 67 0 03 Apr 2024
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking Jiawei Zhang Chejian Xu Y. Gai Freddy Lecue Dawn Song Bo-wen Li HILM 29 10 0 03 Apr 2024
Can Humans Identify Domains? Maria Barrett Max Müller-Eberstein Elisa Bassignana Amalie Brogaard Pauli Mike Zhang Rob van der Goot 47 1 0 02 Apr 2024
Evalverse: Unified and Accessible Library for Large Language Model Evaluation Jihoo Kim Wonho Song Dahyun Kim Yunsu Kim Yungi Kim Chanjun Park ELM 69 3 0 01 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 43 33 0 31 Mar 2024
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Hyunjae Kim Hyeon Hwang Jiwoo Lee Sihyeon Park Dain Kim Taewhoo Lee Chanwoong Yoon Jiwoong Sohn Donghee Choi Jaewoo Kang ELM AI4MH LRM 63 18 0 30 Mar 2024
The Future of Combating Rumors? Retrieval, Discrimination, and Generation Junhao Xu Longdi Xian Zening Liu Mingliang Chen Qiuyang Yin Fenghua Song 33 2 0 29 Mar 2024
ChatTracer: Large Language Model Powered Real-time Bluetooth Device Tracking System Qijun Wang Shichen Zhang Kunzhe Song Huacheng Zeng 30 1 0 28 Mar 2024
Developing Healthcare Language Model Embedding Spaces Niall Taylor Dan Schofield Andrey Kormilitzin Dan W Joyce A. Nevado-Holgado 35 0 0 28 Mar 2024
Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care Niall Taylor Andrey Kormilitzin Isabelle Lorge A. Nevado-Holgado Dan W Joyce LM&MA AI4MH 35 0 0 28 Mar 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation Yuhong He Yongqi Zhang Shizhu He Jun Wan LRM 44 1 0 28 Mar 2024
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text Elliot Bolton Abhinav Venigalla Michihiro Yasunaga David Leo Wright Hall Betty Xiong ... R. Daneshjou Jonathan Frankle Percy Liang Michael Carbin Christopher D. Manning LM&MA MedIm 32 51 0 27 Mar 2024
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm Lei Liu Xiaoyan Yang Fangzhou Li Chenfei Chi Yue Shen ... Liya Ma Qing Cui Wei Xue Yiran Huang Jinjie Gu LM&MA ELM 32 10 0 25 Mar 2024
Opportunities and challenges in the application of large artificial intelligence models in radiology Liangrui Pan Zhenyu Zhao Ying Lu Kewei Tang Liyong Fu Qingchun Liang Shaoliang Peng LM&MA MedIm AI4CE 45 5 0 24 Mar 2024