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TreeCaps: Tree-Based Capsule Networks for Source Code Processing

Published in Underline Science Inc. • Feb 2, 2021
NobleIDNI9P25W00R59S51
Authors:
Association for Artificial Intelligence 2021
,
Nghi D. Q. Bui
,
Lingxiao Jiang

Abstract

Recently program learning techniques have been proposed to process source code based on syntactical structures (e.g., abstract syntax trees) and/or semantic information (e.g., dependency graphs). While graphs may be better than trees at capturing code semantics, constructing the graphs from code inp...

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