According to Figure 3, by increasing the number of labeled training data, DDN can gain more improvements in term of F1 measure comparing to Baseline, SCL and HMM.
ddN increases the F1 by 2.52% comparing with Baseline, by 1.91% comparing with SCL, and by 0.74% comparing with HMM when the number of labeled training sentences is 1,000.