Title
OmniPred: Language Models as Universal Regressors Xingyou Song Oscar Li Chansoo Lee Bangding Yang Daiyi Peng Sagi Perel Yutian Chen 60 14 0 22 Feb 2024
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology Nur Yildirim Hannah Richardson Maria T. A. Wetscherek Junaid Bajwa Joseph Jacob ... Ozan Oktay M. Lungren Javier Alvarez-Valle A. Nori Anja Thieme LM&MA 69 45 0 22 Feb 2024
Towards Building Multilingual Language Model for Medicine Pengcheng Qiu Chaoyi Wu Xiaoman Zhang Weixiong Lin Haicheng Wang Ya Zhang Yanfeng Wang Weidi Xie LM&MA ELM 38 65 0 21 Feb 2024
Healthcare Copilot: Eliciting the Power of General LLMs for Medical Consultation Zhiyao Ren Yibing Zhan Baosheng Yu Liang Ding Dacheng Tao LM&MA 34 13 0 20 Feb 2024
BiMediX: Bilingual Medical Mixture of Experts LLM Sara Pieri Sahal Shaji Mullappilly Fahad Shahbaz Khan Rao Muhammad Anwer Salman Khan Timothy Baldwin Hisham Cholakkal LM&MA 43 12 0 20 Feb 2024
Benchmarking Retrieval-Augmented Generation for Medicine Guangzhi Xiong Qiao Jin Zhiyong Lu Aidong Zhang RALM 85 158 0 20 Feb 2024
Me LLaMA: Foundation Large Language Models for Medical Applications Qianqian Xie Qingyu Chen Aokun Chen C.A.I. Peng Yan Hu ... Huan He Lucila Ohno-Machido Yonghui Wu Hua Xu Jiang Bian LM&MA AI4MH 72 4 0 20 Feb 2024
NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization Imjin Ahn Hansle Gwon Young-Hak Kim Tae Joon Jun Sanghyun Park 33 3 0 19 Feb 2024
Prospector Heads: Generalized Feature Attribution for Large Models & Data Gautam Machiraju Alexander Derry Arjun D Desai Neel Guha Amir-Hossein Karimi James Zou Russ Altman Christopher Ré Parag Mallick AI4TS MedIm 50 0 0 18 Feb 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models Yougang Lyu Lingyong Yan Shuaiqiang Wang Haibo Shi Dawei Yin Pengjie Ren Zhumin Chen Maarten de Rijke Zhaochun Ren 24 5 0 17 Feb 2024
Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks Niall Taylor U. Ghose Omid Rohanian Mohammadmahdi Nouriborji Andrey Kormilitzin David A. Clifton A. Nevado-Holgado LM&MA ALM 31 6 0 16 Feb 2024
Using Left and Right Brains Together: Towards Vision and Language Planning Jun Cen Chenfei Wu Xiao Liu Sheng-Siang Yin Yixuan Pei Jinglong Yang Qifeng Chen Nan Duan Jianguo Zhang 68 3 0 16 Feb 2024
Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence Timothy R. McIntosh Teo Susnjak Tong Liu Paul Watters Malka N. Halgamuge ALM ELM 64 51 0 15 Feb 2024
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator Zhihao Fan Jialong Tang Wei Chen Siyuan Wang Zhongyu Wei Jun Xi Fei Huang Jingren Zhou LM&MA 46 19 0 15 Feb 2024
Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data Haoyang Liu Yijiang Li Jinglin Jian Yuxuan Cheng Jianrong Lu Shuyi Guo Jinglei Zhu Mianchen Zhang Miantong Zhang Haohan Wang 19 4 0 15 Feb 2024
Emerging Opportunities of Using Large Language Models for Translation Between Drug Molecules and Indications David Oniani Jordan Hilsman Chengxi Zang Junmei Wang Lianjin Cai Jan Zawala Yanshan Wang 19 7 0 14 Feb 2024
Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model Salman Rahman L. Jiang Saadia Gabriel Yindalon Aphinyanagphongs E. Oermann R. Chunara AI4MH LM&MA 23 3 0 14 Feb 2024
Higher Layers Need More LoRA Experts Chongyang Gao Kezhen Chen Jinmeng Rao Baochen Sun Ruibo Liu Daiyi Peng Yawen Zhang Xiaoyuan Guo Jie Yang V. Subrahmanian MoE 18 37 0 13 Feb 2024
ChatCell: Facilitating Single-Cell Analysis with Natural Language Yin Fang Kangwei Liu Ningyu Zhang Xinle Deng Penghui Yang Zhuo Chen Xiangru Tang Mark B. Gerstein Xiaohui Fan Huajun Chen 19 3 0 13 Feb 2024
Addressing cognitive bias in medical language models Samuel Schmidgall Carl Harris Ime Essien Daniel Olshvang Tawsifur Rahman Ji Woong Kim Rojin Ziaei Jason Eshraghian Peter M Abadir Rama Chellappa ELM 38 23 0 12 Feb 2024
CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge Norbert Tihanyi M. Ferrag Ridhi Jain Tamás Bisztray Merouane Debbah ELM 41 22 0 12 Feb 2024
Pushing The Limit of LLM Capacity for Text Classification Yazhou Zhang Mengyao Wang Chenyu Ren Qiuchi Li Prayag Tiwari Benyou Wang Jing Qin VLM AI4TS 70 23 0 12 Feb 2024
Had enough of experts? Quantitative knowledge retrieval from large language models David Selby Kai Spriestersbach Yuichiro Iwashita Dennis Bappert Archana Warrier Sumantrak Mukherjee Muhammad Nabeel Asim Koichi Kise Sebastian Vollmer 44 0 0 12 Feb 2024
CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domain Xin Tong Bo Jin Zhi Lin Binjun Wang Ting Yu Qiang Cheng ELM 25 0 0 11 Feb 2024
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations Ankit Pal Malaikannan Sankarasubbu LM&MA 126 36 0 10 Feb 2024
NLP for Knowledge Discovery and Information Extraction from Energetics Corpora Francis G. VanGessel Efrem Perry Salil Mohan Oliver M. Barham Mark Cavolowsky 38 0 0 10 Feb 2024
ChemLLM: A Chemical Large Language Model Di Zhang Wei Liu Qian Tan Jingdan Chen Hang Yan ... Dongzhan Zhou Shufei Zhang Mao Su Han-Sen Zhong Yuqiang Li AI4MH 44 34 0 10 Feb 2024
Understanding the Effects of Iterative Prompting on Truthfulness Satyapriya Krishna Chirag Agarwal Himabindu Lakkaraju HILM 30 9 0 09 Feb 2024
RareBench: Can LLMs Serve as Rare Diseases Specialists? Xuanzhong Chen Xiaohao Mao Qihan Guo Lun Wang Shuyang Zhang Ting Chen ELM LM&MA AI4MH 58 22 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 375 0 09 Feb 2024
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen Neil Tenenholtz James Hall David Alvarez-Melis Nicolò Fusi 44 21 0 06 Feb 2024
Large Language Models to Enhance Bayesian Optimization Tennison Liu Nicolás Astorga Nabeel Seedat M. Schaar 66 48 0 06 Feb 2024
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy Efe Bozkir Suleyman Ozdel Ka Hei Carrie Lau Mengdi Wang Hong Gao Enkelejda Kasneci 43 23 0 06 Feb 2024
Progress and Opportunities of Foundation Models in Bioinformatics Qing Li Zhihang Hu Yixuan Wang Lei Li Yimin Fan Irwin King Le Song Yu Li AI4CE 43 9 0 06 Feb 2024
Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models Brenda Y. Miao C. Y. Williams Ebenezer Chinedu-Eneh T. Zack Emily Alsentzer A. Butte Irene Y. Chen 18 6 0 06 Feb 2024
Integration of cognitive tasks into artificial general intelligence test for large models Youzhi Qu Chen Wei Penghui Du Wenxin Che Chi Zhang ... Bin Hu Kai Du Haiyan Wu Jia Liu Quanying Liu ELM 34 7 0 04 Feb 2024
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model Dilxat Muhtar Zhenshi Li Feng-Xue Gu Xue-liang Zhang Pengfeng Xiao 80 51 0 04 Feb 2024
Selecting Large Language Model to Fine-tune via Rectified Scaling Law Haowei Lin Baizhou Huang Haotian Ye Qinyu Chen Zihao Wang Sujian Li Jianzhu Ma Xiaojun Wan James Zou Yitao Liang 90 20 0 04 Feb 2024
How well do LLMs cite relevant medical references? An evaluation framework and analyses Kevin Wu Eric Wu Ally Cassasola Angela Zhang Kevin Wei Teresa Nguyen Sith Riantawan Patricia Shi Riantawan Daniel E. Ho James Zou LM&MA ELM AI4MH 31 26 0 03 Feb 2024
On Catastrophic Inheritance of Large Foundation Models Hao Chen Bhiksha Raj Xing Xie Jindong Wang AI4CE 56 12 0 02 Feb 2024
SymbolicAI: A framework for logic-based approaches combining generative models and solvers Marius-Constantin Dinu Claudiu Leoveanu-Condrei Markus Holzleitner Werner Zellinger Sepp Hochreiter 45 10 0 01 Feb 2024
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System Mingyu Jin Qinkai Yu Dong Shu Chong Zhang Lizhou Fan ... Suiyuan Zhu Yanda Meng Zhenting Wang Mengnan Du Yongfeng Zhang LM&MA 19 15 0 01 Feb 2024
SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models Tianhan Xu Zhe Hu LingSen Chen Bin Li LM&MA 42 1 0 01 Feb 2024
Gradient-Based Language Model Red Teaming Nevan Wichers Carson E. Denison Ahmad Beirami 19 26 0 30 Jan 2024
LLaMandement: Large Language Models for Summarization of French Legislative Proposals Joseph Gesnouin Yannis Tannier Christophe Gomes Da Silva Hatim Tapory Camille Brier ... Emmanuel Cortes Pierre-Etienne Devineau Ulrich Tan Esther Mac Namara Su Yang AILaw 44 8 0 29 Jan 2024
Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis Hao Wang Sendong Zhao Zewen Qiang Nuwa Xi Bing Qin Ting Liu LM&MA 21 13 0 29 Jan 2024
Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge Weimin Fu Shijie Li Yifang Zhao Haocheng Ma R. Dutta Xuan Zhang Kaichen Yang Yier Jin Xiaolong Guo ALM 39 10 0 27 Jan 2024
Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance Adrian Theuma Ehsan Shareghi 29 4 0 27 Jan 2024
An Empirical Study on Large Language Models in Accuracy and Robustness under Chinese Industrial Scenarios Zongjie Li Wenying Qiu Pingchuan Ma Yichen Li You Li Sijia He Baozheng Jiang Shuai Wang Weixi Gu 31 2 0 27 Jan 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 23 29 0 27 Jan 2024