A Survey of Machine Learning for Big Code and Naturalness.
Miltiadis AllamanisEarl T. BarrPremkumar T. DevanbuCharles SuttonPublished in: ACM Comput. Surv. (2018)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- natural language processing
- learning algorithm
- source code
- artificial intelligence
- pattern recognition
- computational intelligence
- information extraction
- machine learning and data mining
- explanation based learning
- computational biology
- inductive learning
- learning systems
- knowledge acquisition
- support vector machine
- knowledge representation
- feature selection
- machine learning approaches
- data mining
- inductive logic programming
- big data
- supervised learning
- data analysis
- text classification
- computer vision
- semi supervised learning
- model selection
- genetic algorithm
- active learning
- databases
- data sets