Leveraging Generative AI: Improving Software Metadata Classification with Generated Code-Comment Pairs.
Samah SyedAngel Deborah SPublished in: FIRE (Working Notes) (2023)
Keyphrases
- metadata
- machine learning
- software tools
- source code
- classification accuracy
- pattern recognition
- decision trees
- feature selection
- computer systems
- discriminative learning
- case based reasoning
- intelligent systems
- text classification
- software development
- unsupervised learning
- classification models
- databases
- artificial intelligence
- feature vectors
- feature space
- digital libraries
- support vector
- legacy software
- probabilistic model
- program understanding
- database
- multimedia
- news articles
- software architecture
- feature extraction
- image classification
- pairwise
- open source
- learning objects
- user interface
- active learning