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Table 5 The event extraction results on brain cancer. We adopt 5 methods to do the task, the results can be compared in Part 1; the result of the best system is shown in Part 2

From: A system for automatically extracting clinical events with temporal information

 

Method

P

R

F1

Part 1

SVM

0.55

0.69

0.61

CRF

0.68

0.80

0.73

RNN

0.75

0.83

0.77

RNN-att

0.77

0.79

0.78

ARNN

0.82

0.78

0.80

Part 2

LIMSI

0.69

0.85

0.76

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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