Ruey-Ling Weng

According to our database, Ruey-Ling Weng authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Foundation Models to Unlock Real-World Evidence from Nationwide Medical Claims.

Fan Ma, Yuntian Liu, Xiang Lan, Weipeng Zhou, Jun Ni, Mauro Giuffrè, Lingfei Qian, Xueqing Peng, Yujia Zhou, Ruey-Ling Weng, Huan He, Lu Li, Huiyuan Wang, Qingyu Chen, Andrew Loza, Laila Rasmy, Degui Zhi, Yuan Lu, Chenjie Zeng, Joshua C. Denny, Lee Schwamm, Daniella Meeker, Lucila Ohno-Machado, Yong Chen, Hua Xu

CoRR, May, 2026

EHRNavigator: A Multi-Agent System for Patient-Level Clinical Question Answering over Heterogeneous Electronic Health Records.

Lingfei Qian, Mauro Giuffrè, Yan Wang, Huan He, Qianqian Xie, Xuguang Ai, Xeuqing Peng, Fan Ma, Ruey-Ling Weng, Donald Wright, Adan Wang, Qingyu Chen, Vipina Kuttichi Keloth, Hua Xu

CoRR, January, 2026

Information extraction from clinical notes: are we ready to switch to large language models?

Yan Hu, Xu Zuo, Yujia Zhou, Xueqing Peng, Jimin Huang, Vipina Kuttichi Keloth, Vincent J. Zhang, Ruey-Ling Weng, Cathy Shyr, Qingyu Chen, Xiaoqian Jiang, Kirk E. Roberts, Hua Xu

J. Am. Medical Informatics Assoc., 2026

Extracting language information from clinical notes using large language models.

Lingfei Qian, Na Hong, Yujia Zhou, Qianqian Xie, Ruey-Ling Weng, Pitchaya Chairuengjitjaras, Xinsong Du, John Lian, Gad A. Marshall, Suzanne V. Blackley, John Laurentiev, Yakeel T. Quiroz, Tae Youn Kim, Nicole Adams, Michelle L. Dossett, Li Zhou, Hua Xu

Int. J. Medical Informatics, 2026

2025

Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models.

Mengxi Xiao, Zihao Jiang, Lingfei Qian, Zhengyu Chen, Yueru He, Yijing Xu, Yuechen Jiang, Dong Li, Ruey-Ling Weng, Min Peng, Jimin Huang, Sophia Ananiadou, Qianqian Xie

CoRR, February, 2025

CDEMapper: enhancing National Institutes of Health common data element use with large language models.

Yan Wang, Jimin Huang, Huan He, Vincent Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong

J. Am. Medical Informatics Assoc., 2025

FinNLP-FNP-LLMFinLegal @ COLING 2025 Shared Task: Agent-Based Single Cryptocurrency Trading Challenge.

Yangyang Yu, Haohang Li, Yupeng Cao, Keyi Wang, Zhiyang Deng, Zhiyuan Yao, Yuechen Jiang, Dong Li, Ruey-Ling Weng, Jordan W. Suchow

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models.

Yan Wang, Jimin Huang, Huan He, Vincent J. Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong

CoRR, 2024

Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?

Yan Hu, Xu Zuo, Yujia Zhou, Xueqing Peng, Jimin Huang, Vipina Kuttichi Keloth, Vincent J. Zhang, Ruey-Ling Weng, Qingyu Chen, Xiaoqian Jiang, Kirk E. Roberts, Hua Xu

CoRR, 2024