Multiple Different Natural Language Processing Tasks in a Single Deep Model

Humans learn natural languages, such as English, starting from basic grammar to complex semantics in a single brain. How do we build such a single model to handle a variety of natural language processing (NLP) tasks in computers? As a first step towards this goal, we have developed a single