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Table 3 Comparison of DDI extraction systems

From: BO-LSTM: classifying relations via long short-term memory networks along biomedical ontologies

System

Architecture

Best F1-score

FBK-irst [38]

SVM

0.651

SCNN [18]

CNN

0.686

Joint AB-LSTM [19]

LSTM

0.6939

Att-BLSTM [22]

LSTM

0.773

DLSTM [20]

LSTM

0.6839

BR-LSTM [21]

LSTM

0.7115

Zhang et al. 2018 [48]

LSTM

0.729

Zhang et al. 2018 + BO-LSTM

LSTM

0.751

  1. The architectures mentioned are Support Vector Machines (SVM), Convolutional Neural Networks (CNN) and LSTMs