Before revision:  Considering the increasing popularity of that approach, we detected a lack of empirical papers that compare different methods and deep learning architectures to create and use language models based on programming code.
After revision:  Considering the increasing popularity of that approach, we detected a lack of empirical papers that compare different deep learning architectures to create and use language models based on programming code.