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Identifying Justifications in Written Dialogs By Classifying Text as Argumentative

Biran, Or; Rambow, Owen

In written dialog, discourse participants need to justify claims they make, to convince the reader the claim is true and/or relevant to the discourse. This paper presents a new task (with an associated corpus), namely detecting such justifications. We investigate the nature of such justifications, and observe that the justifications themselves often contain discourse structure. We therefore develop a method to detect the existence of certain types of discourse relations, which helps us classify whether a segment is a justification or not. Our task is novel, and our work is novel in that it uses a large set of connectives (which we call indicators), and in that it uses a large set of discourse relations, without choosing among them.

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Also Published In

Title
International Journal of Semantic Computing
DOI
https://doi.org/10.1142/S1793351X11001328

More About This Work

Academic Units
Computer Science
Published Here
April 22, 2013
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