Deep Learning and Continuous Representations for Natural Language Processing

Deep learning techniques have demonstrated tremendous success in the speech and language processing community in recent years, establishing new state-ofthe-art performance in speech recognition, language modeling, and have shown great potential for many other natural language processing tasks. The focus of this tutorial is to provide an extensive overview on recent deep learning approaches to problems in language or text processing, with particular emphasis on important real-world applications including language understanding, semantic representation modeling, question answering and semantic parsing, etc.