Bio-semantic relation extraction with attention-based external knowledge reinforcement.

Journal: BMC bioinformatics
Published Date: May 24, 2020

Abstract

BACKGROUND: Semantic resources such as knowledge bases contains high-quality-structured knowledge and therefore require significant effort from domain experts. Using the resources to reinforce the information retrieval from the unstructured text may further exploit the potentials of such unstructured text resources and their curated knowledge.

Authors

  • Zhijing Li
    School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou 350116, China. lizhijingwei@163.com.
  • Yuchen Lian
    School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi, China.
  • Xiaoyong Ma
    School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi, China.
  • Xiangrong Zhang
    Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, School of Artificial Intelligence, Xidian University, Xi'an, 710071, China.
  • Chen Li
    School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, China.

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