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This article considers the question of how to capture the global discourse-level structure of a text for argumentation-related analyses. In particular, we propose to model the global structure as a flow of \u201ctask-related rhetorical moves,\u201d such as discourse functions or aspect-based sentiment. By comparing the flow of a text to a set of common flow patterns, we map the text into the feature space of global structures, thus capturing its discourse-level argumentation. We show how to identify different types of flow patterns, and we provide evidence that they generalize well across different domains of texts. In our evaluation for two analysis tasks, the classification of review sentiment and the scoring of essay organization, the features derived from flow patterns prove both effective and more robust than strong baselines. We conclude with a discussion of the universality of modeling flow for discourse-level argumentation analysis.<\/jats:p>","DOI":"10.1145\/2957757","type":"journal-article","created":{"date-parts":[[2017,6,13]],"date-time":"2017-06-13T12:18:36Z","timestamp":1497356316000},"page":"1-24","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["A Universal Model for Discourse-Level Argumentation Analysis"],"prefix":"10.1145","volume":"17","author":[{"given":"Henning","family":"Wachsmuth","sequence":"first","affiliation":[{"name":"Bauhaus-Universit\u00e4t Weimar, Weimar, Germany"}]},{"given":"Benno","family":"Stein","sequence":"additional","affiliation":[{"name":"Bauhaus-Universit\u00e4t Weimar, Weimar, Germany"}]}],"member":"320","published-online":{"date-parts":[[2017,6,12]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1165"},{"key":"e_1_2_1_2_1","volume-title":"Elements of Argumentation","author":"Besnard Philippe","unstructured":"Philippe Besnard and Anthony Hunter . 2008. 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