Automatic code generation based on natural language input is important to research in the field of software engineering. In the past, it was mostly a seq2seq structure and used the RNN model. Input ...

Therefore, this study proposes the Tree Convolutional Network (TreeCN), a tree-based structure. The data design and model design of TreeCN focus on capturing the directional and hierarchical features ...