Synchromesh: Reliable code generation from pre-trained language models.
Gabriel PoesiaOleksandr PolozovVu LeAshish TiwariGustavo SoaresChristopher MeekSumit GulwaniPublished in: CoRR (2022)
Keyphrases
- language model
- code generation
- pre trained
- language modeling
- application development
- training data
- n gram
- probabilistic model
- retrieval model
- information retrieval
- software development
- statistical language models
- language modelling
- query expansion
- training examples
- speech recognition
- modeling language
- model driven
- software reuse
- rapid prototyping
- smoothing methods
- formal specification
- language models for information retrieval
- design patterns
- control signals
- relevance model
- neural network
- semi supervised learning
- high dimensional
- training set
- bayesian networks
- decision trees
- database