Augmentation techniques Character level Comparatives studies Computational linguistics De facto standard Deep neural networks Dependency parsing Natural language processing systems Part of speech tagging Parts-of-speech tagging Semantic role labeling Semantics State-of-the-art performance Syntactics Synthetic training data