In this article, we present the first end-to-end approach for parsing argumentation structures in persuasive essays. We model the argumentation structure as a tree including several types of argument components connected with argumentative support and attack relations. We consider the identification of argumentation structures in several consecutive steps. First, we segment a persuasive essay in order to identify relevant argument components.
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