[Adapt] [Seminar] A Grammar-Based Structural CNN Decoder for Code Generation
sjtuliyang at foxmail.com
Wed May 29 12:35:50 CST 2019
This week, I will give an introduction about the paper “A Grammar-Based Structural CNN Decoder for Code Generation” which is accepted by AAAI in 2019. This paper proposes a grammar-based structural CNN for code generation. The model generates a program by predicting the grammar rules of the programming language; authors design several CNN modules, including the tree-based convolution and pre-order convolution, whose information is further aggregated by dedicated attentive pooling layers.
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