1 Deep neural networks have improved the accuracy of various natural language processing (NLP) tasks by performing representation learning with massive annotated datasets.
the annotations in NLP depend on the target language as well as the task, and it is unrealistic to prepare such extensive annotated datasets for every pair of language and task.