Machine Learning in Translation Corpora Processing

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Machine Learning in Translation Corpora...

Machine Learning in Translation Corpora Processing

Name: Machine Learning in Translation Corpora Processing
ISBN: 9780429590771

Wołk, Krzysztof

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This book reviews ways to improve statistical machine speech translation between Polish and English. Research has been conducted mostly on dictionary-based, rule-based, and syntax-based, machine translation techniques. Most popular methodologies and tools are not well-suited for the Polish language and therefore require adaptation, and language resources are lacking in parallel and monolingual data. The main objective of this volume to develop an automatic and robust Polish-to-English translation system to meet specific translation requirements and to develop bilingual textual resources by mining comparable corpora.
Abstract: This book reviews ways to improve statistical machine speech translation between Polish and English. Research has been conducted mostly on dictionary-based, rule-based, and syntax-based, machine translation techniques. Most popular methodologies and tools are not well-suited for the Polish language and therefore require adaptation, and language resources are lacking in parallel and monolingual data. The main objective of this volume to develop an automatic and robust Polish-to-English translation system to meet specific translation requirements and to develop bilingual textual resources by mining comparable corpora

Kategorije:

Science (General)

Godina:

2019

Izdavač:

Chapman and Hall/CRC

Jezik:

english

Strane:

281

ISBN 10:

0429588836