Application of parallel processing in natural language processing

Application of parallel processing in natural language processing

Natural Language Processing (NLP)is an important research direction, since it addresses the needs of building a next-generation multi-language-processing tool for fast information exchange and acquisition. Machine Translation is an important branch in NLP. However, approaches used in NLP suffer the...

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Main Author: Xu, Peng.
Other Authors: Cai, Wentong
Format: Theses and Dissertations
Language:English
Published: 2009
Subjects:
DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval
Online Access:http://hdl.handle.net/10356/20428
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-20428
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spelling sg-ntu-dr.10356-204282020-09-27T20:15:36Z Application of parallel processing in natural language processing Xu, Peng. Cai, Wentong School of Applied Science DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval Natural Language Processing (NLP)is an important research direction, since it addresses the needs of building a next-generation multi-language-processing tool for fast information exchange and acquisition. Machine Translation is an important branch in NLP. However, approaches used in NLP suffer the drawbacks of requiring huge computational resources, both in terms of computation time and memory. Therefore, applying parallelization techniques to NLP would be a valuable attempt in both research fields (that is, parallel processing and natural language processing). Master of Applied Science 2009-12-15T02:58:33Z 2009-12-15T02:58:33Z 1998 1998 Thesis http://hdl.handle.net/10356/20428 en NANYANG TECHNOLOGICAL UNIVERSITY 124 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval
spellingShingle DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval
Xu, Peng.
Application of parallel processing in natural language processing
description Natural Language Processing (NLP)is an important research direction, since it addresses the needs of building a next-generation multi-language-processing tool for fast information exchange and acquisition. Machine Translation is an important branch in NLP. However, approaches used in NLP suffer the drawbacks of requiring huge computational resources, both in terms of computation time and memory. Therefore, applying parallelization techniques to NLP would be a valuable attempt in both research fields (that is, parallel processing and natural language processing).
author2 Cai, Wentong
author_facet Cai, Wentong
Xu, Peng.
format Theses and Dissertations
author Xu, Peng.
author_sort Xu, Peng.
title Application of parallel processing in natural language processing
title_short Application of parallel processing in natural language processing
title_full Application of parallel processing in natural language processing
title_fullStr Application of parallel processing in natural language processing
title_full_unstemmed Application of parallel processing in natural language processing
title_sort application of parallel processing in natural language processing
publishDate 2009
url http://hdl.handle.net/10356/20428
_version_ 1681057244893937664

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