Research Article

Semi-Supervised Learning of Statistical Models for Natural Language Understanding

Figure 2

Time consumed in each iteration by CRFs and HM-SVMs.
121650.fig.002a
(a) CRFs with L-BFGS
121650.fig.002b
(b) CRFs with SGD
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(c) HM-SVMs