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Table 8 Result of relation extraction and model comparison

From: Answering medical questions in Chinese using automatically mined knowledge and deep neural networks: an end-to-end solution

Model

F1 Score

Our method (CNN)

0.8904

CNN w/o context bridge

0.8612

SVM

0.8196

Decision tree (4.5)

0.7956

BERT (SVM-classifier)

0.8918

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BMC Bioinformatics

ISSN: 1471-2105

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