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Table 5 Performance comparison between for three pipeline scenarios on the PC 2013 development set

From: Comparing neural models for nested and overlapping biomedical event detection

Scenario

Model

P

R

F1

Upper-bound

EXNN

0.9528

0.8029

0.8715

 

SBNN

0.9431

0.8366

0.8867

Pipeline

EXNN

0.5167

0.4598

0.4866

 

SBNN

0.5322

0.4796

0.5045

Lower-bound

EXNN

0.4678

0.2435

0.3203

 

SBNN

0.4748

0.2642

0.3395

  1. Bold indicates best performing Precision (P), Recall (R) and F1 measure for the respective scenarios and models
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BMC Bioinformatics

ISSN: 1471-2105

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