Home Machine Learning in Translation Corpora Processing by Krzysztof Wolk (ISBN: 9780367780203)

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Name: Machine Learning in Translation Corpora Processing
Price: 53.73 GBP
Availability: InStock
Author: Krzysztof Wolk
ISBN: 9780367780203

by Krzysztof Wolk

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From the publisher

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.

Details

Title Machine Learning in Translation Corpora Processing
Author Krzysztof Wolk
Binding Paperback
Pages 264
Volumes 1
Language ENG
Publisher CRC Press
ISBN 9780367780203 / 0367780208
Category Computers - General Information
Dewey Decimal Code 491.858

About the author

Krzysztof Wolk holds a PhD Eng. degree in Computer Science, and is a graduate of the Polish-Japanese Academy of Information Technology. He is currently an associate professor at the Cathedral of Multimedia at the same university. His research is mostly related to natural language processing and machine learning based on statistical methods, neural networks and deep learning; and is interested in IT and its challenges, and engages in interdisciplinary projects, particularly those related to HCI, UX, medicine and psychology.

In addition, he has worked as a lecturer at the Warsaw School of Photography & Graphic Design, and as an IT trainer. His specialties as a teacher are primarily deep learning, machine learning, natural language processing, computational linguistics, multimedia, HCI, UX, mobile applications, HTML 5, Adobe applications and server products from Apple and Microsoft.

As far as his didactic work is concerned, he leads classrooms at the faculty of computer science and at the new media art department at the Polish-Japanese Academy of Information Technology and he also used to lead classes and lectures at the Warsaw School of Photography & Graphic Design.

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