Some extensions to representation and encoding of structure in models of distributional semantics

De Vine, Lance N. (2013) Some extensions to representation and encoding of structure in models of distributional semantics. Masters by Research thesis, Queensland University of Technology.

Abstract

This thesis makes several contributions towards improved methods for encoding structure in computational models of word meaning. New methods are proposed and evaluated which address the requirement of being able to easily encode linguistic structural features within a computational representation while retaining the ability to scale to large volumes of textual data. Various methods are implemented and evaluated on a range of evaluation tasks to demonstrate the effectiveness of the proposed methods.

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Full-text downloads:

174 since deposited on 10 Jul 2013
16 in the past twelve months

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ID Code: 61228
Item Type: QUT Thesis (Masters by Research)
Supervisor: Sitbon, Laurianne, Geva, Shlomo, & Bruza, Peter
Keywords: semantic space, random indexing, linguistics, representation, semantics
Divisions: Current > Schools > School of Electrical Engineering & Computer Science
Current > QUT Faculties and Divisions > Science & Engineering Faculty
Institution: Queensland University of Technology
Deposited On: 10 Jul 2013 00:49
Last Modified: 08 Sep 2015 03:00

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