Machine Learning in Translation Corpora Processing

Machine Learning in Translation Corpora Processing
Authors: Krzysztof Wolk
ISBN-10: 036718673X
ISBN-13: 9780367186739
Edition 版本: 1
Publication Date 出版日期: 2019-03-05
Pages: 280 pages
Book Description
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.
Contents
Abbreviations and Definitions
Overview
1: Introduction
2: Statistical Machine Translation and Comparable Corpora
3: State of the Art
4: Author’s Solutions to PL-EN Corpora Processing Problems
5: Results and Conclusions
6: Final Conclusions
References
Index