An Approach Based on Multilevel Convolution for Sentence-Level Element Extraction of Legal Text

Figure 2

Structure of multilevel CNN. The kernel size in our method is 2, 3, and 5. The multilevel CNN is a multilayer one-dimensional CNN in which number of output channels equal to the number of hidden layer units.