Machine Learning in Translation Corpora Processing

1st Edition

Krzysztof Wolk

CRC Press
Published March 5, 2019
Reference - 264 Pages - 4 Color & 37 B/W Illustrations
ISBN 9780367186739 - CAT# K416812

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Summary

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.