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Improving Hierarchical Document Signature Performance by Classifier Combination

Liao, Jieyi; Mendis, B Sumudu; Manna, Sukanya

Description

We present a classifier-combination experimental framework for part-of-speech (POS) tagging in which four different POS taggers are combined in order to get a better result for sentence similarity using Hierarchical Document Signature (HDS). It is important to abstract information available to form humanly accessible structures. The way people think and talk is hierarchical with limited information presented in any one sentence, and that information is always linked together to further...[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Conference paper
URI: http://hdl.handle.net/1885/55034
Source: Proceedings of the International Conference on Neural Information Processing (ICONIP 2010)
DOI: 10.1007/978-3-642-17537-4_84

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