On the Embeddings of Variables in Recurrent Neural Networks for Source Code.
Nadezhda ChirkovaPublished in: NAACL-HLT (2021)
Keyphrases
- source code
- recurrent neural networks
- open source
- software systems
- neural network
- feed forward
- reservoir computing
- open source software
- software maintenance
- software projects
- recurrent networks
- echo state networks
- linux kernel
- static analysis
- artificial neural networks
- source files
- nonlinear dynamic systems
- vector space
- software repositories
- free software
- code reuse
- high level
- maintenance activities
- open source projects
- manual inspection
- impact analysis
- program comprehension
- legacy systems
- plagiarism detection
- software evolution
- software engineers
- program understanding
- symbolic execution
- mining software repositories
- website
- open source software projects
- decision making