Jeżeli nie znalazłeś poszukiwanej książki, skontaktuj się z nami wypełniając formularz kontaktowy.

Ta strona używa plików cookies, by ułatwić korzystanie z serwisu. Mogą Państwo określić warunki przechowywania lub dostępu do plików cookies w swojej przeglądarce zgodnie z polityką prywatności.

Wydawcy

Literatura do programów

Informacje szczegółowe o książce

Machine Learning in Translation Corpora Processing - ISBN 9780367186739

Machine Learning in Translation Corpora Processing

ISBN 9780367186739

Autor: Krzysztof Wolk

Wydawca: CRC Press

Dostępność: 3-6 tygodni

Cena: 855,75 zł


ISBN13:      

9780367186739

ISBN10:      

036718673X

Autor:      

Krzysztof Wolk

Oprawa:      

Hardback

Rok Wydania:      

2019-03-05

Ilość stron:      

264

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.

Author Biography: 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.

Contents: Table of contents Preface Introduction Background and context Machine translation (MT) Statistical machine translation and comparable corpora Overview of SMT Textual Components and Corpora Moses Tool Environment For SMT Aspects of SMT processing Evaluation of SMT Quality State of the Art Current methods and results in spoken language translation Recent methods in comparable corpora exploration Author's solutions to PL-EN corpora processing problems Parallel data mining improvements Multi-threaded, Tuned and GPU-accelerated Yalign Tuning of Yalign method Minor improvements in mining for Wikipedia exploration Parallel data mining using other methods SMT Metric Enhancements Alignment and filtering of corpora Baseline system training Description of experiments Results and conclusions Machine translation results Evaluation of obtained comparable corpora Quasi comparable corpora exploration Other fields of MT techniques application Final conclusions References

Koszyk

Książek w koszyku: 0 szt.

Wartość zakupów: 0,00 zł

ebooks
covid

Kontakt

Gambit
Centrum Oprogramowania
i Szkoleń Sp. z o.o.

Al. Pokoju 29b/22-24

31-564 Kraków

+48 12 414 3791

+48 12 414 3387


Siedziba Księgarni

ul. Kordylewskiego 1

31-542 Kraków

+48 12 410 5989

+48 12 414 3767

Zobacz na mapie google

Wyślij e-mail

Subskrypcje

Administratorem danych osobowych jest firma Gambit COiS Sp. z o.o. Na podany adres będzie wysyłany wyłącznie biuletyn informacyjny.

Autoryzacja płatności

PayU

Informacje na temat autoryzacji płatności poprzez PayU.

PayU banki

© Copyright 2012: GAMBIT COiS Sp. z o.o. Wszelkie prawa zastrzeżone.

Projekt i wykonanie: Alchemia Studio Reklamy