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ACL
2010

Authorship Attribution Using Probabilistic Context-Free Grammars

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Authorship Attribution Using Probabilistic Context-Free Grammars
In this paper, we present a novel approach for authorship attribution, the task of identifying the author of a document, using probabilistic context-free grammars. Our approach involves building a probabilistic context-free grammar for each author and using this grammar as a language model for classification. We evaluate the performance of our method on a wide range of datasets to demonstrate its efficacy.
Sindhu Raghavan, Adriana Kovashka, Raymond J. Moon
Added 10 Feb 2011
Updated 10 Feb 2011
Type Journal
Year 2010
Where ACL
Authors Sindhu Raghavan, Adriana Kovashka, Raymond J. Mooney
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