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