Cross-language learning for program classification using bilateral tree-based convolutional neural networks

• Main Authors: BUI, Duy Quoc Nghi, JIANG, Lingxiao, YU, Yijun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Software Engineering; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/4307; https://ink.library.smu.edu.sg/context/sis_research/article/5310/viewcontent/17338_76045_1_PB.pdf
• Institution: Singapore Management University

Towards the vision of translating code that implements an algorithm from one programming language into another, this paper proposes an approach for automated program classification using bilateral tree-based convolutional neural networks (BiTBCNNs). It is layered on top of two tree-based convolution...