First Steps Towards the Automatic Construction of Argument-Diagrams from Real Discussions


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Verbree, Daan and Rienks, Rutger and Heylen, Dirk (2006) First Steps Towards the Automatic Construction of Argument-Diagrams from Real Discussions. In: 1st International Conference on Computational Models of Argument, COMMA 2006, 10-12 September 2006, Liverpool, UK.

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Abstract:This paper presents our efforts to create argument structures from meeting transcripts automatically. We show that unit labels of argument diagrams can be learnt and predicted by a computer with an accuracy of 78,52% and 51,43% on an unbalanced and balanced set respectively. We used a corpus of over 250 argument diagrams that was manually created by applying the Twente Argument Schema. In
this paper we also elaborate on this schema and we discuss applications and the role we foresee the diagrams to play.
Item Type:Conference or Workshop Item
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Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/66657
Official URL:http://www.booksonline.iospress.nl/Content/View.aspx?piid=1939
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Metis ID: 237657