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Fast medical concept normalization for biomedical literature based on stack and index optimized self-attention
Authors:Liang  Likeng  Hao  Tianyong  Zhan  Choujun  Qiu  Hong  Wang  Fu Lee  Yan   Jun  Weng   Heng  Qu   Yingying
Affiliation:1.School of Computer Science, South China Normal University, No. 55, Zhongshan Avenue West, Guangzhou, 510631, China
;2.School of Electrical and Computer Engineering, Nanfang College, No. 882 Wenquan Avenue, Guangzhou, 510970, China
;3.Information and Statistical Department, Shanghai Mental Health Center, 600 Wanping South Road, Shanghai, 200030, China
;4.School of Science and Technology, Hong Kong Metropolitan University, Homantin, Hong Kong, 999077, China
;5.AI Lab, Yidu Cloud (Beijing) Technology Co.Ltd, No. 35, Huayuan North Road, Haidian District, Beijing, 100191, China
;6.State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 111, Dade Road, Guangzhou, 510120, China
;7.Business College, Guangdong University of Foreign Studies, No. 2, Baiyun Avenue North, Guangzhou, 510420, China
;
Abstract:Neural Computing and Applications - Medical concept normalization aims to construct a semantic mapping between mentions and concepts and to uniformly represent mentions that belong to the same...
Keywords:
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