Can neural networks do arithmetic? A survey on the elementary numerical skills of state-of-the-art deep learning models

Alberto Testolin

Creating learning models that can exhibit sophisticated reasoning skills is one of the greatest challenges in deep learning research, and mathematics is rapidly becoming one of the…