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Semantic Hierarchical Document Signature For Determining Sentence Similarity

Manna, Sukanya; Gedeon, Tamas (Tom)


In this paper, we present a new approach that incorporates semantic information from a document, in the form of Hierarchical Document Signature (HDS), to measure semantic similarity between sentences. Due to variability of expressions of natural language, it is very essential to exploit the semantic properties of a document to accurately identify semantically similar sentences since sentences conveying the same fact or concept may be composed lexically and syntactically different. Inversely,...[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Conference paper
Source: Proceedings of the 19th international conference on Fuzzy Systems
DOI: 10.1109/FUZZY.2010.5584332


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