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Table 8 Results of relation extraction (BioCreative data)

From: Bio-semantic relation extraction with attention-based external knowledge reinforcement

Model

P

R

F1

Rule-based

0.3890

0.3010

0.3394

CNN

0.3653

0.2561

0.3011

RNN-CNN

0.3711

0.3288

0.3486

CHEMPROT

0.3732

0.3280

0.3491

CNN-KB

0.3602

0.3337

0.3464

BiLSTM

0.3215

0.3381

0.3296

BiLSTM-KB

0.3875

0.3157

0.3479

KBLSTM

0.3716

0.3276

0.3482

BiLSTM-Uni-Bio

0.3671

0.3331

0.3493