Machine Learning for Natural Language Processing: Contemporary State

Contemporary methods of machine learning used for natural language processing tasks are discussed in the paper. Various classic tasks of natural language processing are considered, including the tasks of morphological and syntactical analysis. Special attention is given to the methods of machine learning used for construction of ontological models.