Automatic Text Alignment Using Recursive Hapax-Based Cut-Through Fragmentation

Communication over the Internet becomes the necessity of life. Multi-lingual machine translation systems are developed to support such communication. One of the most commonly used approaches is the example-based approach which requires a large set of examples as reference. These examples are prepare...

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Main Author: Ng , Pek Kuan
Format: Thesis
Language:English
Published: 2012
Subjects:
Online Access:http://eprints.usm.my/42140/1/NG_PEK_KUAN.pdf
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id my-usm-ep.42140
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spelling my-usm-ep.421402019-04-12T05:26:23Z Automatic Text Alignment Using Recursive Hapax-Based Cut-Through Fragmentation 2012-03 Ng , Pek Kuan QA75.5-76.95 Electronic computers. Computer science Communication over the Internet becomes the necessity of life. Multi-lingual machine translation systems are developed to support such communication. One of the most commonly used approaches is the example-based approach which requires a large set of examples as reference. These examples are prepared by aligning the parallel texts either manually or semi-automatically with human intervention. This requires much effort and is time-consuming considering the large number of examples needed to ensure the quality of the translation. Moreover, the fact that humans make mistakes and has preferences raises the consistency issue. Hence, there is an urgent need to develop an automatic aligner. 2012-03 Thesis http://eprints.usm.my/42140/ http://eprints.usm.my/42140/1/NG_PEK_KUAN.pdf application/pdf en public masters Universiti Sains Malaysia Pusat Pengajian Sains Komputer
institution Universiti Sains Malaysia
collection USM Institutional Repository
language English
topic QA75.5-76.95 Electronic computers
Computer science
spellingShingle QA75.5-76.95 Electronic computers
Computer science
Ng , Pek Kuan
Automatic Text Alignment Using Recursive Hapax-Based Cut-Through Fragmentation
description Communication over the Internet becomes the necessity of life. Multi-lingual machine translation systems are developed to support such communication. One of the most commonly used approaches is the example-based approach which requires a large set of examples as reference. These examples are prepared by aligning the parallel texts either manually or semi-automatically with human intervention. This requires much effort and is time-consuming considering the large number of examples needed to ensure the quality of the translation. Moreover, the fact that humans make mistakes and has preferences raises the consistency issue. Hence, there is an urgent need to develop an automatic aligner.
format Thesis
qualification_level Master's degree
author Ng , Pek Kuan
author_facet Ng , Pek Kuan
author_sort Ng , Pek Kuan
title Automatic Text Alignment Using Recursive Hapax-Based Cut-Through Fragmentation
title_short Automatic Text Alignment Using Recursive Hapax-Based Cut-Through Fragmentation
title_full Automatic Text Alignment Using Recursive Hapax-Based Cut-Through Fragmentation
title_fullStr Automatic Text Alignment Using Recursive Hapax-Based Cut-Through Fragmentation
title_full_unstemmed Automatic Text Alignment Using Recursive Hapax-Based Cut-Through Fragmentation
title_sort automatic text alignment using recursive hapax-based cut-through fragmentation
granting_institution Universiti Sains Malaysia
granting_department Pusat Pengajian Sains Komputer
publishDate 2012
url http://eprints.usm.my/42140/1/NG_PEK_KUAN.pdf
_version_ 1747821031542751232