Abstract: Writing tests is a time-consuming yet essential task during software development. We propose to leverage recent advances in deep learning for text and code generation to assist developers in ...

Abstract: Deep Neural Networks (DNNs) have been extensively used in many areas including image processing, medical diagnostics and autonomous driving. However, DNNs can exhibit erroneous behaviours ...

Deep dish pizza is synonymous with Chicago. A bread-like base topped with layers of mozzarella and chunky tomato sauce is the perfect fortification, some might argue, against the notoriously long and ...