ACL Anthology Network (All About NLP) (beta) The Association Of Computational Linguistics Anthology Network |
ACL ID | P11-1099 |
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Title | Classifying arguments by scheme |
Venue | Annual Meeting of the Association of Computational Linguistics |
Session | Main Conference |
Year | 2011 |
Authors |
Argumentation schemes are structures or tem- plates for various kinds of arguments. Given the text of an argument with premises and con- clusion identified, we classify it as an instance of one of five commonschemes, using features specific to each scheme. We achieve accura- cies of 63–91% in one-against-others classifi- cation and 80–94% in pairwise classification (baseline = 50% in both cases).