  Neural relation extraction discovers semantic relations between entities from
unstructured text using deep learning methods. In this study, we present a
comprehensive review of methods on neural network based relation extraction. We
discuss advantageous and incompetent sides of existing studies and investigate
additional research directions and improvement ideas in this field.
