Machine Learning in Translation Corpora Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Machine Learning in Translation Corpora Processing write by Krzysztof Wolk. This book was released on 2019-02-25. Machine Learning in Translation Corpora Processing available in PDF, EPUB and Kindle. 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.
Machine Learning in Translation Corpora Processing
Machine Learning in Translation Corpora Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Machine Learning in Translation Corpora Processing write by Krzysztof Wolk. This book was released on 2019-02-25. Machine Learning in Translation Corpora Processing available in PDF, EPUB and Kindle. 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.
Using Comparable Corpora for Under-Resourced Areas of Machine Translation
Using Comparable Corpora for Under-Resourced Areas of Machine Translation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Using Comparable Corpora for Under-Resourced Areas of Machine Translation write by Inguna Skadiņa. This book was released on 2019-02-06. Using Comparable Corpora for Under-Resourced Areas of Machine Translation available in PDF, EPUB and Kindle. This book provides an overview of how comparable corpora can be used to overcome the lack of parallel resources when building machine translation systems for under-resourced languages and domains. It presents a wealth of methods and open tools for building comparable corpora from the Web, evaluating comparability and extracting parallel data that can be used for the machine translation task. It is divided into several sections, each covering a specific task such as building, processing, and using comparable corpora, focusing particularly on under-resourced language pairs and domains. The book is intended for anyone interested in data-driven machine translation for under-resourced languages and domains, especially for developers of machine translation systems, computational linguists and language workers. It offers a valuable resource for specialists and students in natural language processing, machine translation, corpus linguistics and computer-assisted translation, and promotes the broader use of comparable corpora in natural language processing and computational linguistics.
Learning Machine Translation
Learning Machine Translation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Learning Machine Translation write by Cyril Goutte. This book was released on 2009. Learning Machine Translation available in PDF, EPUB and Kindle. How Machine Learning can improve machine translation: enabling technologies and new statistical techniques.
Handbook of Natural Language Processing and Machine Translation
Handbook of Natural Language Processing and Machine Translation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Handbook of Natural Language Processing and Machine Translation write by Joseph Olive. This book was released on 2011-03-02. Handbook of Natural Language Processing and Machine Translation available in PDF, EPUB and Kindle. This comprehensive handbook, written by leading experts in the field, details the groundbreaking research conducted under the breakthrough GALE program--The Global Autonomous Language Exploitation within the Defense Advanced Research Projects Agency (DARPA), while placing it in the context of previous research in the fields of natural language and signal processing, artificial intelligence and machine translation. The most fundamental contrast between GALE and its predecessor programs was its holistic integration of previously separate or sequential processes. In earlier language research programs, each of the individual processes was performed separately and sequentially: speech recognition, language recognition, transcription, translation, and content summarization. The GALE program employed a distinctly new approach by executing these processes simultaneously. Speech and language recognition algorithms now aid translation and transcription processes and vice versa. This combination of previously distinct processes has produced significant research and performance breakthroughs and has fundamentally changed the natural language processing and machine translation fields. This comprehensive handbook provides an exhaustive exploration into these latest technologies in natural language, speech and signal processing, and machine translation, providing researchers, practitioners and students with an authoritative reference on the topic.
