Structured Generative Models of Natural Source Code.
Chris J. MaddisonDaniel TarlowPublished in: CoRR (2014)
Keyphrases
- source code
- generative model
- open source
- probabilistic model
- software systems
- software maintenance
- discriminative learning
- prior knowledge
- software projects
- discriminative models
- em algorithm
- conditional random fields
- high level
- semi supervised
- topic models
- real world
- software repositories
- program understanding
- generative and discriminative models
- hierarchical hidden markov models
- plagiarism detection
- semi supervised learning
- software evolution
- source files