Title
PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles Kesav Gundabathula Sriram R Kolar LRM 30 7 0 14 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 38 42 0 13 May 2024
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation Dongjun Lee Choongwon Park Jaehyuk Kim Heesoo Park 37 37 0 13 May 2024
Studying Self-Care with Generative AI Tools: Lessons for Design Tara Capel Bernd Ploderer Filip Bircanin Simon Hanmer Jamie Yates Jiaxuan Wang Kai Ling Khor T. Leong Greg Wadley M. Newcomb 27 6 0 08 May 2024
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization Zheyan Qu Lu Yin Zitong Yu Wenbo Wang Xing Zhang ALM 22 1 0 08 May 2024
Empathy Through Multimodality in Conversational Interfaces Mahyar Abbasian Iman Azimi Mohammad Feli Amir M. Rahmani Ramesh C. Jain 22 2 0 08 May 2024
QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums Varun Nagaraj Rao Eesha Agarwal Samantha Dalal D. Calacci Andrés Monroy-Hernández 25 6 0 08 May 2024
Leveraging Lecture Content for Improved Feedback: Explorations with GPT-4 and Retrieval Augmented Generation Sven Jacobs Steffen Jaschke 32 3 0 05 May 2024
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Hang Wu Carl Yang M. D. Wang MedIm LM&MA 33 18 0 05 May 2024
CRCL at SemEval-2024 Task 2: Simple prompt optimizations Clément Brutti-Mairesse L. Verlingue 25 2 0 03 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 27 6 0 02 May 2024
NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance Huan-Yi Su Ke Wu Yu-Hao Huang Wu-Jun Li 30 1 0 01 May 2024
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions Donghee Choi Mogan Gim Donghyeon Park Mujeen Sung Hyunjae Kim Jaewoo Kang Jihun Choi 27 1 0 01 May 2024
Simplifying Multimodality: Unimodal Approach to Multimodal Challenges in Radiology with General-Domain Large Language Model Seonhee Cho Choonghan Kim Jiho Lee Chetan Chilkunda Sujin Choi Joo Heung Yoon 42 0 0 29 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 33 8 0 25 Apr 2024
Assessing The Potential Of Mid-Sized Language Models For Clinical QA Elliot Bolton Betty Xiong Vijaytha Muralidharan J. Schamroth Vivek Muralidharan Christopher D. Manning R. Daneshjou AI4MH ELM LM&MA 24 4 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 29 7 0 23 Apr 2024
Adaptive Collaboration Strategy for LLMs in Medical Decision Making Y. Kim Chanwoo Park Hyewon Jeong Yik Siu Chan X. Xu Daniel J. McDuff C. Breazeal Hae Won Park 32 4 0 22 Apr 2024
Stronger Random Baselines for In-Context Learning Gregory Yauney David M. Mimno 37 2 0 19 Apr 2024
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations Bingbing Wen Bill Howe Lucy Lu Wang 23 8 0 18 Apr 2024
Large Language Models Meet User Interfaces: The Case of Provisioning Feedback Stanislav Pozdniakov Jonathan Brazil Solmaz Abdi Aneesha Bakharia Shazia Sadiq D. Gašević Paul Denny Hassan Khosravi ELM 29 13 0 17 Apr 2024
LLMs in Biomedicine: A study on clinical Named Entity Recognition Masoud Monajatipoor Jiaxin Yang Joel Stremmel Melika Emami Fazlolah Mohaghegh Mozhdeh Rouhsedaghat Kai-Wei Chang LM&MA 27 5 0 10 Apr 2024
Towards Objectively Benchmarking Social Intelligence for Language Agents at Action Level Chenxu Wang Bin Dai Huaping Liu Baoyuan Wang ALM LLMAG ELM 37 3 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 33 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 71 26 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 39 62 0 03 Apr 2024
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models Wei He Shichun Liu Jun Zhao Yiwen Ding Yi Lu Zhiheng Xi Tao Gui Qi Zhang Xuanjing Huang 37 1 0 01 Apr 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 43 16 0 30 Mar 2024
On-the-fly Definition Augmentation of LLMs for Biomedical NER Monica Munnangi Sergey Feldman Byron C. Wallace Silvio Amir Tom Hope Aakanksha Naik 24 11 0 29 Mar 2024
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain Burcu Sayin Pasquale Minervini Jacopo Staiano Andrea Passerini LM&MA AI4MH 18 8 0 29 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 29 51 0 27 Mar 2024
Aligning Large Language Models for Enhancing Psychiatric Interviews Through Symptom Delineation and Summarization: Pilot Study Jae-hee So Joonhwan Chang Eunji Kim Junho Na JiYeon Choi Jy-yong Sohn Byung-Hoon Kim Sang Hui Chu LM&MA AI4MH 16 0 0 26 Mar 2024
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement Nicholas Lee Thanakul Wattanawong Sehoon Kim K. Mangalam Sheng Shen Gopala Anumanchipalli Michael W. Mahoney Kurt Keutzer A. Gholami 58 46 0 22 Mar 2024
Evaluating the Application of Large Language Models to Generate Feedback in Programming Education Sven Jacobs Steffen Jaschke 34 3 0 13 Mar 2024
Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies Vincent Freiberger Erik Buchmann AILaw 14 5 0 12 Mar 2024
AI-Assisted Causal Pathway Diagram for Human-Centered Design Ruican Zhong Donghoon Shin Rosemary Meza P. Klasnja Lucas Colusso Gary Hsieh 28 5 0 12 Mar 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs Preetam Prabhu Srikar Dammu Himanshu Naidu Mouly Dewan YoungMin Kim Tanya Roosta Aman Chadha Chirag Shah 33 6 0 12 Mar 2024
In-context learning enables multimodal large language models to classify cancer pathology images Dyke Ferber Georg Wolflein Isabella C. Wiest M. Ligero Srividhya Sainath ... Omar S. M. El Nahhas Gustav Muller-Franzes Dirk Jager Daniel Truhn Jakob Nikolas Kather VLM MedIm 19 25 0 12 Mar 2024
Are You Being Tracked? Discover the Power of Zero-Shot Trajectory Tracing with LLMs! Huanqi Yang Sijie Ji Rucheng Wu Weitao Xu 27 3 0 10 Mar 2024
General surgery vision transformer: A video pre-trained foundation model for general surgery Samuel Schmidgall Ji Woong Kim Jeffery Jopling Axel Krieger ViT MedIm 23 5 0 09 Mar 2024
ConstitutionalExperts: Training a Mixture of Principle-based Prompts S. Petridis Ben Wedin Ann Yuan James Wexler Nithum Thain 23 5 0 07 Mar 2024
HARGPT: Are LLMs Zero-Shot Human Activity Recognizers? Sijie Ji Xinzhe Zheng Chenshu Wu 37 28 0 05 Mar 2024
The Minimum Information about CLinical Artificial Intelligence Checklist for Generative Modeling Research (MI-CLAIM-GEN) Brenda Y. Miao Irene Y. Chen C. Y. Williams Jaysón M. Davidson Augusto Garcia-Agundez ... Bin Yu Milena Gianfrancesco A. Butte Beau Norgeot Madhumita Sushil VLM 31 2 0 05 Mar 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering Giacomo Frisoni Alessio Cocchieri Alex Presepi Gianluca Moro Zaiqiao Meng RALM MedIm 42 15 0 04 Mar 2024
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey Qizhi Pei Lijun Wu Kaiyuan Gao Jinhua Zhu Yue Wang Zun Wang Tao Qin Rui Yan AI4CE 47 19 0 03 Mar 2024
KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations Sunjun Kweon B. Choi Minkyu Kim Rae Woong Park Edward Choi ELM 13 6 0 03 Mar 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models Vithursan Thangarasa Mahmoud Salem Shreyas Saxena Kevin Leong Joel Hestness Sean Lie MedIm 16 1 0 01 Mar 2024
Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models Jiandong Jin Bowen Tang Mingxuan Ma Xiao Liu Yunfei Wang Qingnan Lai Jia Yang Changling Zhou 37 4 0 01 Mar 2024
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models Jenish Maharjan A. Garikipati N. Singh Leo Cyrus Mayank Sharma M. Ciobanu G. Barnes R. Thapa Q. Mao R. Das LM&MA ELM 29 26 0 29 Feb 2024
Towards Generalist Prompting for Large Language Models by Mental Models Haoxiang Guan Jiyan He Shuxin Zheng En-Hong Chen Weiming Zhang Neng H. Yu LRM 54 0 0 28 Feb 2024