TreeCaps: Tree-based capsule networks for source code processing

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 at capturing various viewpoints of code semantics than trees, constructing gr...

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Bibliographic Details
Main Authors: BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
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Online Access:https://ink.library.smu.edu.sg/sis_research/6701
https://ink.library.smu.edu.sg/context/sis_research/article/7704/viewcontent/aaai21treecaps_preprint.pdf
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Institution: Singapore Management University
Language: English