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ACL
2006

Are These Documents Written from Different Perspectives? A Test of Different Perspectives Based on Statistical Distribution Dive

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Are These Documents Written from Different Perspectives? A Test of Different Perspectives Based on Statistical Distribution Dive
In this paper we investigate how to automatically determine if two document collections are written from different perspectives. By perspectives we mean a point of view, for example, from the perspective of Democrats or Republicans. We propose a test of different perspectives based on distribution divergence between the statistical models of two collections. Experimental results show that the test can successfully distinguish document collections of different perspectives from other types of collections.
Wei-Hao Lin, Alexander G. Hauptmann
Added 30 Oct 2010
Updated 30 Oct 2010
Type Conference
Year 2006
Where ACL
Authors Wei-Hao Lin, Alexander G. Hauptmann
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