A Multigranularity Text Driven Named Entity Recognition CGAN Model for Traditional Chinese Medicine Literatures

Figure 1

Model framework. || is a splicing operation, + is a contraposition addition operation. C_gra, S_gra, P_gra, and A_gra denote characters, sentences, paragraphs, and chapters of text, respectively. FCL represents a fully connected layer. CNNL represents the convolutional neural network Layer, and CEL denotes the cross-entropy loss function.