Example of knowledge graph.

Example of knowledge graph.

<div><p>Background</p><p>The field of information extraction (IE) is currently exploring more versatile and efficient methods for minimization of reliance on extensive annotated datasets and integration of knowledge across tasks and domains.</p><p>Objective</p&...

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Bibliographic Details
Main Author: Bei Li (90587) (author)
Other Authors: Changbiao Li (14356569) (author), Jianwei Sun (263070) (author), Xu Zeng (402015) (author), Xiaofan Chen (140368) (author), Jing Zheng (65946) (author)
Published: 2025
Subjects:
Marine Biology
Cancer
Science Policy
Infectious Diseases
Plant Biology
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
chinese medical expertise
achieving commendable results
extensive annotated datasets
data stored within
knowledge across tasks
conducting knowledge mining
jointly extracted using
minimal annotated data
generative extraction paradigm
graph &# 8217
xlink "> incorporating
pretrained language model
medical knowledge graph
advancing information extraction
annotated data
xlink ">
knowledge graph
information extraction
graph databases
knowledge integration
web scraping
tuning strategies
thereby contributing
storage techniques
small amount
optimized using
enhanced representation
efficient methods
currently exploring
course management
cost savings
construction process
construction model
approach addresses
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