TreeCaps: Tree-Structured Capsule Networks for program source code processing
Program comprehension is a fundamental task in software development and maintenance processes. Software developers often need to understand a large amount of existing code before they can develop new features or fix bugs in existing programs. Being able to process programming language code automatic...
Saved in:
Main Authors: | JAYASUNDARA, Vinoj, BUI, Duy Quoc Nghi, JIANG, Lingxiao, LO, David |
---|---|
Format: | text |
Language: | English |
Published: |
Institutional Knowledge at Singapore Management University
2019
|
Subjects: | |
Online Access: | https://ink.library.smu.edu.sg/sis_research/4816 https://ink.library.smu.edu.sg/context/sis_research/article/5819/viewcontent/ml4systems19treecaps.pdf |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Singapore Management University |
Language: | English |
Similar Items
-
TreeCaps: Tree-based capsule networks for source code processing
by: BUI, Duy Quoc Nghi, et al.
Published: (2021) -
Cross-language learning for program classification using bilateral tree-based convolutional neural networks
by: BUI, Duy Quoc Nghi, et al.
Published: (2018) -
DECKARD: Scalable and accurate tree-based detection of code clones
by: JIANG, Lingxiao, et al.
Published: (2007) -
Self-supervised contrastive learning for code retrieval and summarization via semantic-preserving transformations
by: BUI, Duy Quoc Nghi, et al.
Published: (2021) -
SmartEmbed: A tool for clone and bug detection in smart contracts through structural code embedding
by: GAO, Zhipeng, et al.
Published: (2019)