Research Article

A Multitask Deep Learning Framework for DNER

Table 7

Performance comparison using Dropout.

PrecisionRecallF1

DDI2011No92.7391.1191.91
Yes94.3692.1393.22
Δ+1.63+1.02+1.31

DDI2013No83.5279.7181.04
Yes85.5681.4583.45
Δ+2.04+1.74+2.41