The Good, the Bad, and the Missing: Neural Code Generation for Machine Learning Tasks.
Jiho ShinMoshi WeiJunjie WangLin ShiSong WangPublished in: ACM Trans. Softw. Eng. Methodol. (2024)
Keyphrases
- learning tasks
- code generation
- application development
- learning problems
- machine learning
- learning algorithm
- software development
- modeling language
- transfer learning
- model driven
- supervised learning
- neural network
- learning experience
- machine learning algorithms
- rapid prototyping
- design patterns
- software reuse
- kernel methods
- multi label
- formal specification
- decision trees
- data management
- web applications