Title
Flexible and Effective Mixing of Large Language Models into a Mixture of Domain Experts Rhui Dih Lee L. Wynter R. Ganti MoE 87 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 136 13 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 76 5 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 123 1 0 28 Aug 2024
A Statistical Framework for Data-dependent Retrieval-Augmented Models Soumya Basu A. S. Rawat Manzil Zaheer RALM 83 0 0 27 Aug 2024
Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models Wenxuan Zhang Philip Torr Mohamed Elhoseiny Adel Bibi 198 15 0 27 Aug 2024
MEDCO: Medical Education Copilots Based on A Multi-Agent Framework Hao Wei Jianing Qiu Haibao Yu Wu Yuan 104 18 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 61 1 0 22 Aug 2024
Aligning (Medical) LLMs for (Counterfactual) Fairness Raphael Poulain Hamed Fayyaz Rahmatollah Beheshti 98 4 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 158 4 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 83 3 0 20 Aug 2024
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 152 10 0 19 Aug 2024
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models Xiaochen Wang Jiaqi Wang Houping Xiao Jianfei Chen Fenglong Ma MedIm 183 8 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 55 3 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 76 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 93 4 0 14 Aug 2024
Speculations on Uncertainty and Humane Algorithms Nicholas Gray 81 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 25 10 0 11 Aug 2024
How Well Do LLMs Identify Cultural Unity in Diversity? Jialin Li Junli Wang Junjie Hu Ming Jiang 76 4 0 09 Aug 2024
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation Junde Wu Jiayuan Zhu Yunli Qi 72 39 0 08 Aug 2024
Deep Transfer Learning for Kidney Cancer Diagnosis Yassine Habchi Hamza Kheddar Yassine Himeur A. Boukabou Shadi Atalla W. Mansoor Hussain Al-Ahmad Hussain Al Ahmad 117 5 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 80 1 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 124 8 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 94 4 0 03 Aug 2024
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs Jingtong Su Mingyu Lee SangKeun Lee 93 12 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 140 36 0 01 Aug 2024
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering Danfeng Guo Sumitaka Honji LRM 168 2 0 31 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 69 2 0 27 Jul 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 127 16 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 76 1 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 87 18 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 97 4 0 25 Jul 2024
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications Cui Long Yongbin Liu Chunping Ouyang Ying Yu 88 5 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 54 1 0 23 Jul 2024
Psychomatics -- A Multidisciplinary Framework for Understanding Artificial Minds Giuseppe Riva F. Mantovani B. Wiederhold Antonella Marchetti A. Gaggioli 89 6 0 23 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 129 39 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 Griffiths 133 38 0 22 Jul 2024
RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering Soroosh Tayebi Arasteh Mahshad Lotfinia Keno K. Bressem R. Siepmann Lisa Christine Adams Dyke Ferber Christiane Kuhl Jakob Nikolas Kather S. Nebelung Daniel Truhn RALM LM&MA VLM 75 3 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 71 6 0 20 Jul 2024
Economy Watchers Survey Provides Datasets and Tasks for Japanese Financial Domain Masahiro Suzuki Hiroki Sakaji 74 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 90 26 0 18 Jul 2024
Questionable practices in machine learning Gavin Leech Juan J. Vazquez Misha Yagudin Niclas Kupper Laurence Aitchison 101 6 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 93 54 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 83 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 156 7 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 34 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 41 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 113 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 37 6 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 65 2 0 10 Jul 2024