Title
MindScope: Exploring cognitive biases in large language models through Multi-Agent Systems Zhentao Xie Jiabao Zhao Yilei Wang Jinxin Shi Yanhong Bai Xingjiao Wu Liang He LLMAG 26 0 0 06 Oct 2024
ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation Rinon Gal Adi Haviv Yuval Alaluf Amit H. Bermano Daniel Cohen-Or Gal Chechik DiffM 24 3 0 02 Oct 2024
Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models Joseph Lee Shu Yang Jae Young Baik Xiaoxi Liu Zhen Tan ... Zixuan Wen Bojian Hou D. Duong-Tran Tianlong Chen Li Shen 44 1 0 02 Oct 2024
Towards Democratization of Subspeciality Medical Expertise Jack W. O'Sullivan Anil Palepu Khaled Saab Wei-Hung Weng Yong Cheng ... S. S. Mahdavi Vivek Natarajan Alan Karthikesalingam Euan Ashley Tao Tu LM&MA AI4MH 28 3 0 01 Oct 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval Yoonsang Lee Minsoo Kim Seung-won Hwang RALM 16 0 0 25 Sep 2024
RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration Haoyu Huang Tong Niu Rui Yang Luping Shi 13 0 0 23 Sep 2024
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? Yunfei Xie Juncheng Wu Haoqin Tu Siwei Yang Bingchen Zhao Yongshuo Zong Qiao Jin Cihang Xie Yuyin Zhou LM&MA ELM LRM 34 18 0 23 Sep 2024
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs Clément Christophe Tathagata Raha Svetlana Maslenkova Muhammad Umar Salman Praveen K Kanithi Marco AF Pimentel Shadab Khan LM&MA 33 1 0 23 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 32 31 0 23 Sep 2024
Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval Jordi Bayarri-Planas Ashwin Kumar Gururajan Dario Garcia-Gasulla 24 1 0 23 Sep 2024
Reliable and diverse evaluation of LLM medical knowledge mastery Yuxuan Zhou Xien Liu Chen Ning Xiao Zhang Ji Wu MedIm 29 0 0 22 Sep 2024
JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models Junfeng Jiang Jiahao Huang Akiko Aizawa LM&MA 16 4 0 20 Sep 2024
Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources Issey Sukeda ELM 32 1 0 18 Sep 2024
MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries Mohamed Elgaar Jiali Cheng Nidhi Vakil Hadi Amiri L. A. Celi 28 2 0 23 Aug 2024
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction Aishik Nagar Viktor Schlegel Thanh-Tung Nguyen Hao Li Yuping Wu Kuluhan Binici Stefan Winkler LRM 28 3 0 22 Aug 2024
How Susceptible are LLMs to Influence in Prompts? Sotiris Anagnostidis Jannis Bulian LRM 25 16 0 17 Aug 2024
Assessing and Enhancing Large Language Models in Rare Disease Question-answering Guanchu Wang Junhao Ran Ruixiang Tang Chia-Yuan Chang Chia-Yuan Chang Yu-Neng Chuang Zirui Liu Vladimir Braverman Zhandong Liu Xia Hu LM&MA 21 4 0 15 Aug 2024
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? Yanjun Gao Skatje Myers Shan Chen Dmitriy Dligach Timothy A Miller Danielle S. Bitterman M. Churpek Majid Afshar 39 7 0 15 Aug 2024
MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis Nimeesha Chan Felix Parker William Bennett Tianyi Wu Mung Yao Jia James Fackler Kimia Ghobadi AI4TS 26 2 0 14 Aug 2024
Med42-v2: A Suite of Clinical LLMs Clément Christophe Praveen K Kanithi Tathagata Raha Shadab Khan Marco AF Pimentel ELM LM&MA AI4MH 20 19 0 12 Aug 2024
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation Junde Wu Jiayuan Zhu Yunli Qi 31 22 0 08 Aug 2024
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions Guangzhi Xiong Qiao Jin Xiao Wang Minjia Zhang Zhiyong Lu Aidong Zhang RALM 40 23 0 01 Aug 2024
GP-VLS: A general-purpose vision language model for surgery Samuel Schmidgall Joseph Cho C. Zakka W. Hiesinger LM&MA 44 5 0 27 Jul 2024
Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review Tongyue Shi Jun Ma Zihan Yu Haowei Xu Minqi Xiong Meirong Xiao Yilin Li Huiying Zhao Guilan Kong 36 1 0 27 Jul 2024
Large Language Models as Co-Pilots for Causal Inference in Medical Studies Ahmed Alaa Rachael V. Phillips Emre Kiciman Laura B. Balzer Mark van der Laan Maya L Petersen CML ELM LM&MA 28 0 0 26 Jul 2024
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM Nianjun Zhou Dhaval Patel Shuxin Lin Fearghal O'Donncha 28 2 0 26 Jul 2024
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications Cui Long Yongbin Liu Chunping Ouyang Ying Yu 30 3 0 24 Jul 2024
Questionable practices in machine learning Gavin Leech Juan J. Vazquez Misha Yagudin Niclas Kupper Laurence Aitchison 42 2 0 17 Jul 2024
PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods Yiying Wang Xiaojing Li Binzhu Wang Yueyang Zhou Yingru Lin ... Fei Yu Zewei Zhao Song Jin Renji Gong Wanqing Xu 19 1 0 09 Jul 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment J. Lin H. Xu Zifeng Wang Sheng Wang J. Sun ELM LM&MA 24 8 0 25 Jun 2024
Autonomous Prompt Engineering in Large Language Models Daan Kepel Konstantina Valogianni LLMAG 32 6 0 25 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 31 1 0 21 Jun 2024
70B-parameter large language models in Japanese medical question-answering Issey Sukeda Risa Kishikawa Satoshi Kodera LM&MA 32 3 0 21 Jun 2024
Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary Xingmeng Zhao Tongnian Wang Anthony Rios LM&MA 44 0 0 20 Jun 2024
What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering Federico Errica G. Siracusano D. Sanvito Roberto Bifulco 67 19 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 24 5 0 17 Jun 2024
Rideshare Transparency: Translating Gig Worker Insights on AI Platform Design to Policy Varun Nagaraj Rao Samantha Dalal Eesha Agarwal D. Calacci Andrés Monroy-Hernández 24 1 0 16 Jun 2024
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data Yaobin Ling Xiaoqian Jiang Yejin Kim SyDa 36 4 0 15 Jun 2024
Task Facet Learning: A Structured Approach to Prompt Optimization Gurusha Juneja Nagarajan Natarajan Hua Li Jian Jiao Amit Sharma 48 6 0 15 Jun 2024
TextGrad: Automatic "Differentiation" via Text Mert Yuksekgonul Federico Bianchi Joseph Boen Sheng Liu Zhi Huang Carlos Guestrin James Zou LLMAG OOD AI4CE 37 31 0 11 Jun 2024
Scientific Computing with Large Language Models Christopher Culver Peter Hicks Mihailo Milenkovic Sanjif Shanmugavelu Tobias Becker 23 0 0 11 Jun 2024
In-Context Learning and Fine-Tuning GPT for Argument Mining Jérémie Cabessa Hugo Hernault Umer Mushtaq 16 0 0 10 Jun 2024
UltraMedical: Building Specialized Generalists in Biomedicine Kaiyan Zhang Sihang Zeng Ermo Hua Ning Ding Zhang-Ren Chen ... Xuekai Zhu Xingtai Lv Hu Jinfang Zhiyuan Liu Bowen Zhou LM&MA 39 19 0 06 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 34 14 0 06 Jun 2024
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering Anand Subramanian Viktor Schlegel Abhinav Ramesh Kashyap Thanh-Tung Nguyen Vijay Prakash Dwivedi Stefan Winkler ELM LM&MA AI4MH 23 3 0 06 Jun 2024
The Challenges of Evaluating LLM Applications: An Analysis of Automated, Human, and LLM-Based Approaches Bhashithe Abeysinghe Ruhan Circi ELM 29 21 0 05 Jun 2024
MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge Yuxuan Zhou Xien Liu Chen Ning Ji Wu ELM 23 3 0 05 Jun 2024
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering Robert Osazuwa Ness Katie Matton Hayden Helm Sheng Zhang Junaid Bajwa Carey E. Priebe Eric Horvitz ELM 20 9 0 03 Jun 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-Yue Wang Jiayu Zhou LM&MA 22 2 0 26 May 2024
iREL at SemEval-2024 Task 9: Improving Conventional Prompting Methods for Brain Teasers Harshit Gupta Manav Chaudhary Tathagata Raha Shivansh Subramanian Vasudeva Varma ReLM LRM 24 1 0 25 May 2024