Pavol Bielik

PHOG: probabilistic model for code

2016 · International Conference on Machine Learning

We introduce a new generative model for code called probabilistic higher order grammar (PHOG). PHOG generalizes probabilistic context free grammars (PCFGs) by allowing conditioning of a production rule beyond the parent non-terminal, thus capturing rich …