Recent advances in computing technology boosted research and development in the area of natural language processing (NLP). This led to the appearance of many intelligent applications in the area of NLP such as chatting Bots, Speech Recognition Systems, and Intelligent Assistants such as Cortana and Siri. Research in this track will concentrate on contributing to the on-going efforts to improve accuracy and performance, with special emphasis on Arabic.