Title
GraphRouter: A Graph-based Router for LLM Selections Tao Feng Yanzhen Shen Jiaxuan You 88 10 0 04 Oct 2024
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks Junlin Hou Sicen Liu Yequan Bie Hongmei Wang Andong Tan Luyang Luo Hao Chen XAI 25 3 0 03 Oct 2024
Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models Guobin Shen Dongcheng Zhao Yiting Dong Xiang He Yi Zeng AAML 47 0 0 03 Oct 2024
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration Zixiang Wang Yinghao Zhu Huiya Zhao Xiaochen Zheng Tianlong Wang ... Yasha Wang Ewen M. Harrison Junyi Gao Liantao Ma Liantao Ma 55 1 0 03 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 52 1 0 02 Oct 2024
Mixing It Up: The Cocktail Effect of Multi-Task Fine-Tuning on LLM Performance -- A Case Study in Finance Meni Brief Oded Ovadia Gil Shenderovitz Noga Ben Yoash Rachel Lemberg Eitam Sheetrit 55 4 0 01 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 33 3 0 01 Oct 2024
Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown Xingzhou Lou Dong Yan Wei Shen Yuzi Yan Jian Xie Junge Zhang 50 22 0 01 Oct 2024
Adapting LLMs for the Medical Domain in Portuguese: A Study on Fine-Tuning and Model Evaluation P. H. Paiola Gabriel Lino Garcia João Renato Ribeiro Manesco Mateus Roder Douglas Rodrigues João Paulo Papa LM&MA 22 0 0 30 Sep 2024
Wait, but Tylenol is Acetaminophen... Investigating and Improving Language Models' Ability to Resist Requests for Misinformation Shan Chen Mingye Gao Kuleen Sasse Thomas Hartvigsen Brian Anthony Lizhou Fan Hugo J. W. L. Aerts Jack Gallifant Danielle S. Bitterman LM&MA 33 0 0 30 Sep 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 46 7 0 30 Sep 2024
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Models Vibhor Agarwal Yiqiao Jin Mohit Chandra Munmun De Choudhury Srijan Kumar Nishanth R. Sastry HILM LM&MA 47 5 0 29 Sep 2024
Mixture of Multicenter Experts in Multimodal Generative AI for Advanced Radiotherapy Target Delineation Y. Oh Sangjoon Park Xiang Li Wang Yi Jonathan Paly ... Quanzheng Li Wei Liu W. Koom Jin Sung Kim Kyungsang Kim 25 0 0 27 Sep 2024
SciDFM: A Large Language Model with Mixture-of-Experts for Science Liangtai Sun Danyu Luo Da Ma Zihan Zhao Baocai Chen Zhennan Shen Su Zhu Lu Chen Xin Chen Kai Yu MoE 43 2 0 27 Sep 2024
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review Emma Croxford Yanjun Gao Nicholas Pellegrino Karen K. Wong Graham Wills Elliot First Frank J. Liao Cherodeep Goswami Brian Patterson Majid Afshar HILM ELM LM&MA 37 1 0 26 Sep 2024
Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT Natthanaphop Isaradech Andrea Riedel Wachiranun Sirikul Markus Kreuzthaler S. Schulz MedIm 32 0 0 26 Sep 2024
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue Zhangpu Li Changhong Zou Suxue Ma Zhicheng Yang Chen Du ... Xingzhi Sun Jing Xiao Kai Zhang Mei Han Mei Han LM&MA 46 1 0 26 Sep 2024
CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches Sifan Wu Amir Khasahmadi Mor Katz P. Jayaraman Yewen Pu K. Willis Bang Liu 3DV 31 6 0 26 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 41 2 0 23 Sep 2024
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization Aseem Srivastava Smriti Joshi Tanmoy Chakraborty Md. Shad Akhtar 40 3 0 23 Sep 2024
SLaVA-CXR: Small Language and Vision Assistant for Chest X-ray Report Automation Jinge Wu Yunsoo Kim Daqian Shi David Cliffton Fenglin Liu Honghan Wu 33 0 0 20 Sep 2024
JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models Junfeng Jiang Jiahao Huang Akiko Aizawa LM&MA 37 4 0 20 Sep 2024
Prompting Large Language Models for Supporting the Differential Diagnosis of Anemia Elisa Castagnari Lillian Muyama Adrien Coulet LM&MA 31 0 0 20 Sep 2024
FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists Tenghao Huang Donghee Lee John Sweeney Jiatong Shi Emily Steliotes Matthew Lange Jonathan May Muhao Chen 39 2 0 19 Sep 2024
Edu-Values: Towards Evaluating the Chinese Education Values of Large Language Models Peiyi Zhang Yazhou Zhang Bo Wang Lu Rong Jing Qin Jing Qin AI4Ed ELM 49 1 0 19 Sep 2024
Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources Issey Sukeda ELM 47 1 0 18 Sep 2024
Efficient and Personalized Mobile Health Event Prediction via Small Language Models Xin Wang Ting Dang V. Kostakos Hong Jia 28 2 0 17 Sep 2024
LLMs for clinical risk prediction Mohamed Rezk Patricia Cabanillas Silva F. Dahlweid LM&MA 16 0 0 16 Sep 2024
COMFORT: A Continual Fine-Tuning Framework for Foundation Models Targeted at Consumer Healthcare Chia-Hao Li N. Jha 23 1 0 14 Sep 2024
StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly? Guobin Shen Dongcheng Zhao Aorigele Bao Xiang He Yiting Dong Yi Zeng 36 1 0 14 Sep 2024
From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice Qian Niu Keyu Chen Ming Li Pohsun Feng Ziqian Bi ... Junyu Liu Benji Peng Tianyang Wang Yunze Wang Silin Chen LM&MA 38 5 0 14 Sep 2024
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records Paloma Rabaey Henri Arno Stefan Heytens Thomas Demeester 36 1 0 13 Sep 2024
MAGDA: Multi-agent guideline-driven diagnostic assistance D. Bani-Harouni Nassir Navab Matthias Keicher LM&MA 44 2 1 10 Sep 2024
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations Ziyao Wang Zheyu Shen Yexiao He Guoheng Sun Hongyi Wang Lingjuan Lyu Ang Li 32 29 0 09 Sep 2024
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Yizhen Zheng Huan Yee Koh M. Yang Li Li Lauren T. May Geoffrey I. Webb Shirui Pan George Church LM&MA 44 9 0 06 Sep 2024
CACER: Clinical Concept Annotations for Cancer Events and Relations Yujuan Fu Giridhar Kaushik Ramachandran Ahmad Halwani Bridget T. McInnes Fei Xia K. Lybarger Meliha Yetisgen Özlem Uzuner 37 1 0 05 Sep 2024
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition Abdul Rehman J. J. Zhang Xiaosong Yang 30 0 0 05 Sep 2024
Creating a Gen-AI based Track and Trace Assistant MVP (SuperTracy) for PostNL Mohammad Reshadati 35 0 0 04 Sep 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 66 3 0 03 Sep 2024
Flexible and Effective Mixing of Large Language Models into a Mixture of Domain Experts Rhui Dih Lee L. Wynter R. Ganti MoE 45 1 0 30 Aug 2024
A Survey for Large Language Models in Biomedicine Chong Wang Mengyao Li Junjun He Zhongruo Wang Erfan Darzi ... Yi Yu Pietro Liò Tianyun Wang Yu Guang Wang Yiqing Shen LM&MA 36 9 0 29 Aug 2024
BattleAgentBench: A Benchmark for Evaluating Cooperation and Competition Capabilities of Language Models in Multi-Agent Systems Wei Wang Dan Zhang Tao Feng Boyan Wang Jie Tang LLMAG ELM 36 2 0 28 Aug 2024
An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 65 1 0 28 Aug 2024
A Statistical Framework for Data-dependent Retrieval-Augmented Models Soumya Basu A. S. Rawat Manzil Zaheer RALM 49 0 0 27 Aug 2024
Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models Wenxuan Zhang Philip Torr Mohamed Elhoseiny Adel Bibi 88 9 0 27 Aug 2024
MEDCO: Medical Education Copilots Based on A Multi-Agent Framework Hao Wei Jianing Qiu Haibao Yu Wu Yuan 45 13 0 22 Aug 2024
Large Language Models Are Self-Taught Reasoners: Enhancing LLM Applications via Tailored Problem-Solving Demonstrations Kai Tzu-iunn Ong Taeyoon Kwon Jinyoung Yeo LRM 30 0 0 22 Aug 2024
Aligning (Medical) LLMs for (Counterfactual) Fairness Raphael Poulain Hamed Fayyaz Rahmatollah Beheshti 37 3 0 22 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 35 3 0 22 Aug 2024
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology Yihao Hou Christoph Bert A. Gomaa G. Lahmer D. Hoefler ... S. Semrau Andreas Maier R. Fietkau Yixing Huang F. Putz LM&MA 40 0 0 20 Aug 2024