Before revision:  In this work, we propose a software framework Knodle that provides a modularization for separating weak data annotations, powerful deep learning models, and methods for improving weakly supervised training .
After revision:  In this work, we propose a software framework Knodle that treats weak data annotations, powerful deep learning models, and methods for improving weakly supervised training .