Title
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong Jiancan Wu An Zhang Leheng Sheng Hui Lin Xiang Wang Xiangnan He AI4TS 61 7 0 19 Aug 2024
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models Xiaochen Wang Jiaqi Wang Houping Xiao Jianfei Chen Fenglong Ma MedIm 69 7 0 17 Aug 2024
Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm Hongcheng Liu Yusheng Liao Siqv Ou Yuhao Wang Heyang Liu Yanfeng Wang Yu Wang LM&MA 24 0 0 16 Aug 2024
RealMedQA: A pilot biomedical question answering dataset containing realistic clinical questions Gregory Kell A. Roberts Serge Umansky Yuti Khare Najma Ahmed ... Chloe Simela Jack Coumbe Julian Rozario Ryan-Rhys Griffiths Iain J. Marshall 49 0 0 16 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 34 3 0 14 Aug 2024
Speculations on Uncertainty and Humane Algorithms Nicholas Gray 49 0 0 13 Aug 2024
People over trust AI-generated medical responses and view them to be as valid as doctors, despite low accuracy Shruthi Shekar Pat Pataranutaporn Chethan Sarabu Guillermo A. Cecchi Pattie Maes 18 6 0 11 Aug 2024
How Well Do LLMs Identify Cultural Unity in Diversity? Jialin Li Junli Wang Junjie Hu Ming Jiang 37 4 0 09 Aug 2024
Deep Transfer Learning for Kidney Cancer Diagnosis Yassine Habchi Hamza Kheddar Yassine Himeur A. Boukabou Shadi Atalla W. Mansoor Hussain Al-Ahmad 45 5 0 08 Aug 2024
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation Junde Wu Jiayuan Zhu Yunli Qi 36 25 0 08 Aug 2024
Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The Impact of Prompt Engineering and Knowledge Retrieval Iman Azimi Mohan Qi Li Wang Amir M. Rahmani Youlin Li 50 0 0 06 Aug 2024
MedSyn: LLM-based Synthetic Medical Text Generation Framework Gleb Kumichev Pavel Blinov Yulia Kuzkina Vasily Goncharov Galina Zubkova Nikolai Zenovkin Aleksei Goncharov Andrey Savchenko SyDa MedIm 31 6 0 04 Aug 2024
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance Jihye Choi Nils Palumbo P. Chalasani Matthew M. Engelhard Somesh Jha Anivarya Kumar David Page 44 4 0 03 Aug 2024
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs Jingtong Su Mingyu Lee SangKeun Lee 43 8 0 02 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 56 24 0 01 Aug 2024
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering Danfeng Guo Sumitaka Honji LRM 70 0 0 31 Jul 2024
The Impact of LoRA Adapters for LLMs on Clinical NLP Classification Under Data Limitations Thanh-Dung Le T. Nguyen Vu Nguyen Ha 34 0 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 46 1 0 27 Jul 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 42 10 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 48 0 0 26 Jul 2024
Closing the gap between open-source and commercial large language models for medical evidence summarization Gongbo Zhang Qiao Jin Yiliang Zhou Song Wang B. Idnay ... Ali Soroush Thomas Campion Zhiyong Lu Chunhua Weng Yifan Peng ELM LM&MA 45 14 0 25 Jul 2024
Cost-effective Instruction Learning for Pathology Vision and Language Analysis Kaitao Chen Mianxin Liu Fang Yan Lei Ma Xiaoming Shi ... Xiaosong Wang Lifeng Zhu Zhe Wang Mu Zhou Shaoting Zhang 44 4 0 25 Jul 2024
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications Cui Long Yongbin Liu Chunping Ouyang Ying Yu 36 4 0 24 Jul 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models Ioana Buhnila Aman Sinha Mathieu Constant LM&MA 34 1 0 23 Jul 2024
Psychomatics -- A Multidisciplinary Framework for Understanding Artificial Minds Giuseppe Riva F. Mantovani B. Wiederhold Antonella Marchetti A. Gaggioli 46 3 0 23 Jul 2024
Knowledge Models for Cancer Clinical Practice Guidelines : Construction, Management and Usage in Question Answering Pralaypati Ta Bhumika Gupta Arihant Jain Sneha Sree Keerthi Ram M. Sivaprakasam 23 0 0 23 Jul 2024
RadioRAG: Factual Large Language Models for Enhanced Diagnostics in Radiology Using Dynamic Retrieval Augmented Generation Soroosh Tayebi Arasteh Mahshad Lotfinia Keno Bressem R. Siepmann Dyke Ferber Christiane Kuhl Jakob Nikolas Kather S. Nebelung Daniel Truhn RALM LM&MA VLM 29 2 0 22 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 55 28 0 22 Jul 2024
Building Machines that Learn and Think with People Katherine M. Collins Ilia Sucholutsky Umang Bhatt Kartik Chandra Lionel Wong ... Mark K. Ho Vikash K. Mansinghka Adrian Weller Joshua B. Tenenbaum Thomas L. Griffiths 54 30 0 22 Jul 2024
Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base Zhiyu An Xianzhong Ding Yen-Chun Fu Cheng-Chung Chu Yan Li Wan Du RALM 30 5 0 20 Jul 2024
Economy Watchers Survey Provides Datasets and Tasks for Japanese Financial Domain Masahiro Suzuki Hiroki Sakaji 39 1 0 20 Jul 2024
SciCode: A Research Coding Benchmark Curated by Scientists Minyang Tian Luyu Gao Shizhuo Dylan Zhang Xinan Chen Cunwei Fan ... Tianhua Tao Ofir Press Jamie Callan Eliu A. Huerta Hao Peng ELM 40 17 0 18 Jul 2024
Questionable practices in machine learning Gavin Leech Juan J. Vazquez Misha Yagudin Niclas Kupper Laurence Aitchison 56 4 0 17 Jul 2024
LAB-Bench: Measuring Capabilities of Language Models for Biology Research Jon M. Laurent Joseph D. Janizek Michael Ruzo Michaela M. Hinks M. Hammerling Siddharth Narayanan Manvitha Ponnapati Andrew D. White Samuel G. Rodriques ELM 25 38 0 14 Jul 2024
Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation Kriti Bhattarai Inez Y Oh Zach Abrams Albert M Lai MedIm 59 1 0 13 Jul 2024
NativQA: Multilingual Culturally-Aligned Natural Query for LLMs Md. Arid Hasan Maram Hasanain Fatema Ahmad Sahinur Rahman Laskar Sunaya Upadhyay Vrunda N. Sukhadia Mucahid Kutlu Shammur A. Chowdhury Firoj Alam 53 4 0 13 Jul 2024
Open (Clinical) LLMs are Sensitive to Instruction Phrasings Alberto Mario Ceballos Arroyo Monica Munnangi Jiuding Sun Karen Y.C. Zhang Denis Jered McInerney Byron C. Wallace Silvio Amir LM&MA 26 8 0 12 Jul 2024
Leveraging large language models for nano synthesis mechanism explanation: solid foundations or mere conjectures? Yingming Pu Liping Huang Tao Lin Hongyu Chen ELM 36 0 0 12 Jul 2024
DALL-M: Context-Aware Clinical Data Augmentation with LLMs Chihcheng Hsieh Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Joaquim A. Jorge Jacinto C. Nascimento 51 0 0 11 Jul 2024
A Proposed S.C.O.R.E. Evaluation Framework for Large Language Models : Safety, Consensus, Objectivity, Reproducibility and Explainability Ting Fang Tan Kabilan Elangovan J. Ong Nigam Shah J. Sung ... Haibo Wang Chang Fu Kuo Simon Chesterman Zee Kin Yeong Daniel Ting ELM 32 4 0 10 Jul 2024
Interpretable Differential Diagnosis with Dual-Inference Large Language Models Shuang Zhou Sirui Ding Jiashuo Wang Mingquan Lin Genevieve B. Melton Rui Zhang LM&MA 38 2 0 10 Jul 2024
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules Zhuocheng Gong Ang Lv Jian Guan Junxi Yan Wei Wu Huishuai Zhang Minlie Huang Dongyan Zhao Rui Yan MoE 52 6 0 09 Jul 2024
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian T. M. Buonocore Simone Rancati Enea Parimbelli 35 0 0 08 Jul 2024
ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access Networks Pranshav Gajjar Vijay K. Shah 38 5 0 08 Jul 2024
CLIMB: A Benchmark of Clinical Bias in Large Language Models Yubo Zhang Shudi Hou Mingyu Derek Ma Wei Wang Muhao Chen Jieyu Zhao ELM 40 2 0 07 Jul 2024
Convolutional vs Large Language Models for Software Log Classification in Edge-Deployable Cellular Network Testing A. Ihalage Sayed M. Taheri Faris Muhammad Hamed Al-Raweshidy 35 0 0 04 Jul 2024
Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness Harsh Kumar Suhyeon Yoo Angela M. Zavaleta Bernuy Jiakai Shi Huayin Luo Joseph Jay Williams Anastasia Kuzminykh Ashton Anderson Rachel Kornfield 48 1 0 03 Jul 2024
MedVH: Towards Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context Zishan Gu Changchang Yin Fenglin Liu Ping Zhang VLM 29 3 0 03 Jul 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent Binxu Li Tiankai Yan Yuanting Pan Zhe Xu Jie Luo Ruiyang Ji Shilong Liu Haoyu Dong Zihao Lin Yixin Wang LM&MA 44 26 0 02 Jul 2024
ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions Chan Young Park Shuyue Stella Li Hayoung Jung Svitlana Volkova Tanushree Mitra David Jurgens Yulia Tsvetkov 50 5 0 02 Jul 2024