A LITERATURE STUDY ON DEEP LEARNING APPLICATIONS IN NATURAL LANGUAGE PROCESSING

Deep learning is an important and recent topic of artificial intelligence and machine learning areas. Especially in recent years, the number of studies proposing different deep learning methods and applying these methods on different problems is increasing. These methods have also been used at various subareas of natural language processing extensively, and are still being used. In this survey paper, firstly, classification of deep learning techniques is presented and then important studies about deep learning approaches for natural language processing problems are discussed. It is expected that the number and prevalence of both theoretical studies and studies with practical applications on deep learning and on deep learning solutions to natural language processing problems are going to increase. Therefore it is considered that our study will be an important Turkish resource on the topic of deep learning applications for natural language processing