PHOG: Probabilistic Model for Code

Pavol Bielik, Veselin Raychev, Martin T. Vechev

Abstract: 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 ...