Machine learning in translation corpora processing
By Krzysztof Wolk.
- 1
- Boca Raton: CRC Press, c2019.
- i-xv+264P.
1: Introduction; 2: Statistical Machine Translation and Comparable Corpora; 3: State of the Art; 4: Author's Solutions to PL-EN Corpora Processing Problems;
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
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Polish language -- Machine translating. English language -- Machine translating. Machine translating.