Bookcover of Applying Comparable Corpora to Machine Translation
Booktitle:

Applying Comparable Corpora to Machine Translation

LAP LAMBERT Academic Publishing (2015-07-24 )

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ISBN-13:

978-3-659-76286-4

ISBN-10:
3659762865
EAN:
9783659762864
Book language:
English
Blurb/Shorttext:
The problem investigated here was how to improve statistical machine language translation between Polish and English speech. While excellent translation systems exist for many popular languages, it is fair to say that the development of such systems for Polish and English has been neglected. The most popular methodologies are not well suited for the Polish language and require adaptation. Polish language resources are lacking in parallel and monolingual data. Therefore, the main objective of the present study was 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. Experiments were conducted mostly on casual human speech, consisting of lectures, movie subtitles, European Parliament proceedings, and European Medicines Agency. The aims were to rigorously analyze the various problems and to improve the quality of baseline systems, i.e., adaptation of techniques and training parameters to increase the Bilingual Evaluation Understudy (BLEU) score for maximum performance.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Krzysztof Wołk, Agnieszka Wołk
Number of pages:
212
Published on:
2015-07-24
Stock:
Available
Category:
Informatics, IT
Price:
76.90 €
Keywords:
machine translation, NLP, Comparable Corpora

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