FCNN: Simple neural networks for complex code tasks

FCNN: Simple neural networks for complex code tasks

Program analysis using deep learning has become a focus of research, and representing code as model input is a major challenge. While abstract syntax trees (ASTs) have proven effective, using them directly as model input introduces issues of long-term dependency. Approaches based on AST paths object...

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Bibliographic Details
Main Authors: Xuekai Sun, Tieming Liu, Chunling Liu, Weiyu Dong
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Program analysis
Deep learning
Code representation
Abstract syntax trees
Code classification
Code similarity detection
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157824000594

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http://www.sciencedirect.com/science/article/pii/S1319157824000594

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