Title
Enhancing Diagnostic Accuracy through Multi-Agent Conversations: Using Large Language Models to Mitigate Cognitive Bias Yuhe Ke Rui Yang Sui An Lie Taylor Xin Yi Lim H. Abdullah Daniel Ting Nan Liu AI4CE 30 10 0 26 Jan 2024
K-QA: A Real-World Medical Q&A Benchmark Itay Manes Naama Ronn David Cohen Ran Ilan Ber Zehavi Horowitz-Kugler Gabriel Stanovsky LM&MA HILM AI4MH 28 11 0 25 Jan 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 34 78 0 25 Jan 2024
When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges Abdenour Hadid Tanujit Chakraborty Daniel Busby AI4CE 32 11 0 25 Jan 2024
Can GPT-3.5 Generate and Code Discharge Summaries? Matúvs Falis Aryo Pradipta Gema Hang Dong Luke Daines Siddharth Basetti Michael Holder Rose S Penfold Alexandra Birch Beatrice Alex MedIm 35 14 0 24 Jan 2024
Question answering systems for health professionals at the point of care -- a systematic review Gregory Kell A. Roberts Serge Umansky Linglong Qian Davide Ferrari Frank Soboczenski Byron Wallace Nikhil Patel Iain J. Marshall AI4MH 21 7 0 24 Jan 2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines David Oniani Xizhi Wu Shyam Visweswaran S. Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang LM&MA ELM AI4MH 40 8 0 20 Jan 2024
The Radiation Oncology NLP Database Zheng Liu J. Holmes Wenxiong Liao Chenbin Liu Lian-Cheng Zhang ... Quanzheng Li Xiang Li Tianming Liu Jiajian Shen Wei Liu LM&MA AI4CE 29 2 0 19 Jan 2024
Hidden Flaws Behind Expert-Level Accuracy of GPT-4 Vision in Medicine Qiao Jin Fangyuan Chen Yiliang Zhou Ziyang Xu Justin M. Cheung ... Alex Chen Josef A. Brejt Michael F. Chiang Yifan Peng Zhiyong Lu ELM MedIm LM&MA 31 37 0 16 Jan 2024
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering Qing Li Lei Li Yu Li LM&MA AI4MH 41 6 0 15 Jan 2024
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges Zhen Li Xiaohan Xu Tao Shen Can Xu Jia-Chen Gu Yuxuan Lai Chongyang Tao Shuai Ma LM&MA ELM 39 9 0 13 Jan 2024
Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data Y. Kim X. Xu Daniel J. McDuff C. Breazeal Hae Won Park AI4MH LM&MA 37 59 0 12 Jan 2024
Towards Conversational Diagnostic AI Tao Tu Anil Palepu M. Schaekermann Khaled Saab Jan Freyberg ... Katherine Chou Greg S. Corrado Yossi Matias Alan Karthikesalingam Vivek Natarajan AI4MH LM&MA 29 93 0 11 Jan 2024
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking Samuel Kernan Freire Chaofan Wang Mina Foosherian S. Wellsandt Santiago Ruiz-Arenas E. Niforatos 53 2 0 10 Jan 2024
A General-purpose AI Avatar in Healthcare Nicholas Yan Gil Alterovitz LM&MA AI4MH 26 1 0 10 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 39 22 0 04 Jan 2024
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models Jean-Baptiste Excoffier Tom Roehr Alexei Figueroa Jens-Michalis Papaioannou Keno Bressem Matthieu Ortala 45 4 0 03 Jan 2024
Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication Philip Chung Christine T. Fong Andrew M. Walters N. Aghaeepour Meliha Yetisgen-Yildiz V. O’Reilly-Shah LM&MA ELM 25 22 0 03 Jan 2024
Overview of the PromptCBLUE Shared Task in CHIP2023 Wei-wei Zhu Xiaoling Wang Mosha Chen Buzhou Tang LM&MA ELM 39 7 0 29 Dec 2023
Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning Xiao-Yang Liu Rongyi Zhu Daochen Zha Jiechao Gao Shan Zhong Matt White Meikang Qiu 29 15 0 29 Dec 2023
EHR Interaction Between Patients and AI: NoteAid EHR Interaction Xiaocheng Zhang Zonghai Yao Hong-ye Yu LM&MA 28 2 0 29 Dec 2023
Towards Probing Contact Center Large Language Models Varun Nathan Ayush Kumar Digvijay Ingle Jithendra Vepa 29 0 0 26 Dec 2023
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning Chengzu Li Han Zhou Goran Glavavs Anna Korhonen Ivan Vulić 21 11 0 21 Dec 2023
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models Yan Cai Linlin Wang Ye Wang Gerard de Melo Ya Zhang Yanfeng Wang Liang He AI4MH ELM LM&MA 53 17 0 20 Dec 2023
Learning and Forgetting Unsafe Examples in Large Language Models Jiachen Zhao Zhun Deng David Madras James Zou Mengye Ren MU KELM CLL 91 16 0 20 Dec 2023
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes Nabeel Seedat Nicolas Huynh B. V. Breugel M. Schaar 30 25 0 19 Dec 2023
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 44 106 0 19 Dec 2023
SECap: Speech Emotion Captioning with Large Language Model Yaoxun Xu Hangting Chen Jianwei Yu Qiaochu Huang Zhiyong Wu Shixiong Zhang Guangzhi Li Yi Luo Rongzhi Gu 33 22 0 16 Dec 2023
Distilling Large Language Models for Matching Patients to Clinical Trials Mauro Nievas Aditya Basu Yanshan Wang Hrituraj Singh ELM LM&MA 28 30 0 15 Dec 2023
RJUA-QA: A Comprehensive QA Dataset for Urology Shiwei Lyu Chenfei Chi Hongbo Cai Lei Shi Xiaoyan Yang ... Xiaowei Ma Yue Shen Jinjie Gu Wei Xue Yiran Huang LM&MA 26 3 0 15 Dec 2023
Evaluating Large Language Models for Health-related Queries with Presuppositions Navreet Kaur Monojit Choudhury Danish Pruthi HILM ELM 38 2 0 14 Dec 2023
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models Songchi Zhou Sheng Yu 26 0 0 13 Dec 2023
A Foundational Multimodal Vision Language AI Assistant for Human Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Kenji Ikamura ... Ivy Liang L. Le Tong Ding Anil V. Parwani Faisal Mahmood MedIm LM&MA 26 20 0 13 Dec 2023
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 34 132 0 12 Dec 2023
Control Risk for Potential Misuse of Artificial Intelligence in Science Jiyan He Weitao Feng Yaosen Min Jingwei Yi Kunsheng Tang ... Wenbo Zhou Xing Xie Weiming Zhang Neng H. Yu Shuxin Zheng 29 11 0 11 Dec 2023
Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need C.A.I. Peng Xi Yang Aokun Chen Zehao Yu Kaleb E. Smith Anthony B Costa Mona G. Flores Jiang Bian Yonghui Wu LM&MA 19 7 0 11 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 40 134 0 10 Dec 2023
Labrador: Exploring the Limits of Masked Language Modeling for Laboratory Data David R. Bellamy Bhawesh Kumar Cindy Wang Andrew L. Beam MedIm 36 3 0 09 Dec 2023
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data Rumeng Li Xun Wang Hong Yu LM&MA 75 22 0 09 Dec 2023
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research Jakub Lála Odhran O'Donoghue Aleksandar Shtedritski Sam Cox Samuel G. Rodriques Andrew D. White RALM 85 76 0 08 Dec 2023
CLadder: Assessing Causal Reasoning in Language Models Zhijing Jin Yuen Chen Felix Leeb Luigi Gresele Ojasv Kamal ... Kevin Blin Fernando Gonzalez Adauto Max Kleiman-Weiner Mrinmaya Sachan Bernhard Schölkopf ReLM ELM LRM 51 64 0 07 Dec 2023
VRPTEST: Evaluating Visual Referring Prompting in Large Multimodal Models Zongjie Li Chaozheng Wang Chaowei Liu Pingchuan Ma Daoyuan Wu Shuai Wang Cuiyun Gao VLM 32 6 0 07 Dec 2023
Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research Shiro Takagi 45 0 0 06 Dec 2023
PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis Meiyue Song Zhihua Yu Weiwen Zhang Jiarui Wang Yuting Lu ... Nikolaos I. Kanellakis Jiangfeng Liu Jing Wang Binglu Wang Juntao Yang LM&MA 28 0 0 06 Dec 2023
Clinical Notes Reveal Physician Fatigue Chao-Chun Hsu Ziad Obermeyer Chenhao Tan 22 1 0 05 Dec 2023
Reconciling AI Performance and Data Reconstruction Resilience for Medical Imaging Alexander Ziller Tamara T. Mueller Simon Stieger Leonhard F. Feiner Johannes Brandt R. Braren Daniel Rueckert Georgios Kaissis 58 1 0 05 Dec 2023
Breast Ultrasound Report Generation using LangChain Jaeyoung Huh HyunWook Park Jong Chul Ye 21 6 0 05 Dec 2023
CLAMP: Contrastive LAnguage Model Prompt-tuning Piotr Teterwak Ximeng Sun Bryan A. Plummer Kate Saenko Ser-Nam Lim MLLM VLM 40 1 0 04 Dec 2023
Explanatory Argument Extraction of Correct Answers in Resident Medical Exams Iakes Goenaga Aitziber Atutxa Koldo Gojenola Maite Oronoz Rodrigo Agerri ELM 70 8 0 01 Dec 2023
Exploring the Robustness of Decentralized Training for Large Language Models Lin Lu Chenxi Dai Wangcheng Tao Binhang Yuan Yanan Sun Pan Zhou 37 1 0 01 Dec 2023