Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language.
Xingyao WangSha LiHeng JiPublished in: CoRR (2022)
Keyphrases
- code generation
- structured prediction
- natural language
- application development
- maximum margin
- conditional random fields
- code generator
- software development
- latent variables
- modeling language
- formal specification
- efficient learning
- model driven
- software reuse
- convex optimization
- information extraction
- approximate inference
- rapid prototyping
- belief networks
- machine learning
- support vector
- data sets
- markov networks
- hidden markov models
- message passing
- belief propagation
- distributed systems
- higher order
- prior knowledge
- user interface
- web services