A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes.
Pablo LoyolaEdison Marrese-TaylorYutaka MatsuoPublished in: CoRR (2017)
Keyphrases
- source code
- neural architecture
- natural language descriptions
- open source
- neural network
- software systems
- feed forward
- natural language
- open source software
- basis functions
- software projects
- activation function
- software maintenance
- plagiarism detection
- multilayer perceptron
- multi layer perceptron
- text files
- execution traces
- static analysis
- version control
- high level
- neural nets
- software repositories
- source files
- impact analysis
- hidden layer
- linear combination
- genetic algorithm
- maintenance activities
- authorship attribution
- expert systems
- feature selection