Factored Language Models In Statistical Machine Translation

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Statistical Machine Translation

Author : Philipp Koehn
Publisher : Cambridge University Press
ISBN 13 : 0521874157
Total Pages : 447 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Statistical Machine Translation by : Philipp Koehn

Download or read book Statistical Machine Translation written by Philipp Koehn and published by Cambridge University Press. This book was released on 2010 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: The dream of automatic language translation is now closer thanks to recent advances in the techniques that underpin statistical machine translation. This class-tested textbook from an active researcher in the field, provides a clear and careful introduction to the latest methods and explains how to build machine translation systems for any two languages. It introduces the subject's building blocks from linguistics and probability, then covers the major models for machine translation: word-based, phrase-based, and tree-based, as well as machine translation evaluation, language modeling, discriminative training and advanced methods to integrate linguistic annotation. The book also reports the latest research, presents the major outstanding challenges, and enables novices as well as experienced researchers to make novel contributions to this exciting area. Ideal for students at undergraduate and graduate level, or for anyone interested in the latest developments in machine translation.

New Research in Multimedia and Internet Systems

Author : Aleksander Zgrzywa
Publisher : Springer
ISBN 13 : 3319103830
Total Pages : 266 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis New Research in Multimedia and Internet Systems by : Aleksander Zgrzywa

Download or read book New Research in Multimedia and Internet Systems written by Aleksander Zgrzywa and published by Springer. This book was released on 2014-09-02 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid proliferation of Multimedia and Network Information Systems is one of the key features of our times. What is also important is that the pace of change is ever increasing. University projects of today will form the core of consumer products of tomorrow. Therefore, it is very important to have a broad view of the recent scientific investigation in that area. This was the primary reason for gathering this collection of carefully selected and hopefully representative research projects, found solutions, and finally applications. They are the achievements of scientific teams from several countries. The contents of the monograph has been divided into four parts: 1) Multimedia Information Technology, 2) Information Systems Specification, 3) Information Systems Applications, 4) Web Systems and Network Technologies. The book presents up to date research from the diverse fields of multimedia and Internet data processing.

Neural Machine Translation

Author : Philipp Koehn
Publisher : Cambridge University Press
ISBN 13 : 1108497322
Total Pages : 409 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Neural Machine Translation by : Philipp Koehn

Download or read book Neural Machine Translation written by Philipp Koehn and published by Cambridge University Press. This book was released on 2020-06-18 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to build machine translation systems with deep learning from the ground up, from basic concepts to cutting-edge research.

Computing in Engineering and Technology

Author : Brijesh Iyer
Publisher : Springer Nature
ISBN 13 : 9813295155
Total Pages : 878 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Computing in Engineering and Technology by : Brijesh Iyer

Download or read book Computing in Engineering and Technology written by Brijesh Iyer and published by Springer Nature. This book was released on 2019-10-16 with total page 878 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a collection of selected high quality research papers presented at the International Conference on Computing in Engineering and Technology (ICCET 2019), held on January 10–11, 2019 at Deogiri Institute of Engineering and Management Studies, Aurangabad, India. Focusing on frontier topics and next-generation technologies, it presents original and innovative research from academics, scientists, students, and engineers alike.

Handbook of Natural Language Processing and Machine Translation

Author : Joseph Olive
Publisher : Springer Science & Business Media
ISBN 13 : 1441977139
Total Pages : 956 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Handbook of Natural Language Processing and Machine Translation by : Joseph Olive

Download or read book Handbook of Natural Language Processing and Machine Translation written by Joseph Olive and published by Springer Science & Business Media. This book was released on 2011-03-02 with total page 956 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Discourse in Statistical Machine Translation

Author : Christian Hardmeier
Publisher :
ISBN 13 : 9789155489632
Total Pages : 0 pages
Book Rating : 4.4/5 (896 download)

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Book Synopsis Discourse in Statistical Machine Translation by : Christian Hardmeier

Download or read book Discourse in Statistical Machine Translation written by Christian Hardmeier and published by . This book was released on 2014-09-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Translation

Author : Pushpak Bhattacharyya
Publisher : CRC Press
ISBN 13 : 1439897204
Total Pages : 242 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Machine Translation by : Pushpak Bhattacharyya

Download or read book Machine Translation written by Pushpak Bhattacharyya and published by CRC Press. This book was released on 2015-02-04 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book compares and contrasts the principles and practices of rule-based machine translation (RBMT), statistical machine translation (SMT), and example-based machine translation (EBMT). Presenting numerous examples, the text introduces language divergence as the fundamental challenge to machine translation, emphasizes and works out word alignment, explores IBM models of machine translation, covers the mathematics of phrase-based SMT, provides complete walk-throughs of the working of interlingua-based and transfer-based RBMT, and analyzes EBMT, showing how translation parts can be extracted and recombined to automatically translate a new input.

Language Modeling for Automatic Speech Recognition of Inflective Languages

Author : Gregor Donaj
Publisher : Springer
ISBN 13 : 3319416073
Total Pages : 77 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Language Modeling for Automatic Speech Recognition of Inflective Languages by : Gregor Donaj

Download or read book Language Modeling for Automatic Speech Recognition of Inflective Languages written by Gregor Donaj and published by Springer. This book was released on 2016-08-29 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers language modeling and automatic speech recognition for inflective languages (e.g. Slavic languages), which represent roughly half of the languages spoken in Europe. These languages do not perform as well as English in speech recognition systems and it is therefore harder to develop an application with sufficient quality for the end user. The authors describe the most important language features for the development of a speech recognition system. This is then presented through the analysis of errors in the system and the development of language models and their inclusion in speech recognition systems, which specifically address the errors that are relevant for targeted applications. The error analysis is done with regard to morphological characteristics of the word in the recognized sentences. The book is oriented towards speech recognition with large vocabularies and continuous and even spontaneous speech. Today such applications work with a rather small number of languages compared to the number of spoken languages.

Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799804151
Total Pages : 1707 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2019-10-11 with total page 1707 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries. It is necessary to develop new techniques for managing data in order to ensure adequate usage. Deep learning, a subset of artificial intelligence and machine learning, has been recognized in various real-world applications such as computer vision, image processing, and pattern recognition. The deep learning approach has opened new opportunities that can make such real-life applications and tasks easier and more efficient. Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications is a vital reference source that trends in data analytics and potential technologies that will facilitate insight in various domains of science, industry, business, and consumer applications. It also explores the latest concepts, algorithms, and techniques of deep learning and data mining and analysis. Highlighting a range of topics such as natural language processing, predictive analytics, and deep neural networks, this multi-volume book is ideally designed for computer engineers, software developers, IT professionals, academicians, researchers, and upper-level students seeking current research on the latest trends in the field of deep learning.

Machine Learning in Translation Corpora Processing

Author : Krzysztof Wolk
Publisher : CRC Press
ISBN 13 : 0429588836
Total Pages : 205 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Machine Learning in Translation Corpora Processing by : Krzysztof Wolk

Download or read book Machine Learning in Translation Corpora Processing written by Krzysztof Wolk and published by CRC Press. This book was released on 2019-02-25 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

New Frontiers in Applied Data Mining

Author : Thanaruk Theeramunkong
Publisher : Springer
ISBN 13 : 3642146406
Total Pages : 181 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis New Frontiers in Applied Data Mining by : Thanaruk Theeramunkong

Download or read book New Frontiers in Applied Data Mining written by Thanaruk Theeramunkong and published by Springer. This book was released on 2010-08-15 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the PAKDD 2009 International Workshops on New Frontiers in Applied Data Mining, held in Bangkok, Thailand in April 2010.

Databases and Information Systems VI

Author : J. Barzdins
Publisher : IOS Press
ISBN 13 : 1607506874
Total Pages : 452 pages
Book Rating : 4.6/5 (75 download)

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Book Synopsis Databases and Information Systems VI by : J. Barzdins

Download or read book Databases and Information Systems VI written by J. Barzdins and published by IOS Press. This book was released on 2011 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Selected Papers from the Ninth International. This volume presents papers from the Ninth International Baltic Conference on Databases and Information Systems Baltic DBIS 2010 which took place in Riga, Latvia in July 2010. Since this successful biennial series began in 1994, the Baltic DBIS confer

Human Language Technology. Challenges for Computer Science and Linguistics

Author : Zygmunt Vetulani
Publisher : Springer Science & Business Media
ISBN 13 : 364220094X
Total Pages : 596 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Human Language Technology. Challenges for Computer Science and Linguistics by : Zygmunt Vetulani

Download or read book Human Language Technology. Challenges for Computer Science and Linguistics written by Zygmunt Vetulani and published by Springer Science & Business Media. This book was released on 2011-04-13 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th Language and Technology Conference: Challenges for Computer Science and Linguistics, LTC 2009, held in Poznan, Poland, in November 2009. The 52 revised and in many cases substantially extended papers presented in this volume were carefully reviewed and selected from 103 submissions. The contributions are organized in topical sections on speech processing, computational morphology/lexicography, parsing, computational semantics, dialogue modeling and processing, digital language resources, WordNet, document processing, information processing, and machine translation.

Learning Machine Translation

Author : Cyril Goutte
Publisher : MIT Press
ISBN 13 : 0262072971
Total Pages : 329 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Learning Machine Translation by : Cyril Goutte

Download or read book Learning Machine Translation written by Cyril Goutte and published by MIT Press. This book was released on 2009 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: How Machine Learning can improve machine translation: enabling technologies and new statistical techniques.

Statistical Language and Speech Processing

Author : Nathalie Camelin
Publisher : Springer
ISBN 13 : 3319684566
Total Pages : 282 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Statistical Language and Speech Processing by : Nathalie Camelin

Download or read book Statistical Language and Speech Processing written by Nathalie Camelin and published by Springer. This book was released on 2017-10-09 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Statistical Language and Speech Processing, SLSP 2017, held in Le Mans, France, in October 2017. The 21 full papers presented were carefully reviewed and selected from 39 submissions. The papers cover topics such as anaphora and conference resolution; authorship identification, plagiarism and spam filtering; computer-aided translation; corpora and language resources; data mining and semanticweb; information extraction; information retrieval; knowledge representation and ontologies; lexicons and dictionaries; machine translation; multimodal technologies; natural language understanding; neural representation of speech and language; opinion mining and sentiment analysis; parsing; part-of-speech tagging; question and answering systems; semantic role labeling; speaker identification and verification; speech and language generation; speech recognition; speech synthesis; speech transcription; speech correction; spoken dialogue systems; term extraction; text categorization; test summarization; user modeling. They are organized in the following sections: language and information extraction; post-processing and applications of automatic transcriptions; speech paralinguistics and synthesis; speech recognition: modeling and resources.

Turkish Natural Language Processing

Author : Kemal Oflazer
Publisher : Springer
ISBN 13 : 3319901656
Total Pages : 376 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Turkish Natural Language Processing by : Kemal Oflazer

Download or read book Turkish Natural Language Processing written by Kemal Oflazer and published by Springer. This book was released on 2018-07-20 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together work on Turkish natural language and speech processing over the last 25 years, covering numerous fundamental tasks ranging from morphological processing and language modeling, to full-fledged deep parsing and machine translation, as well as computational resources developed along the way to enable most of this work. Owing to its complex morphology and free constituent order, Turkish has proved to be a fascinating language for natural language and speech processing research and applications. After an overview of the aspects of Turkish that make it challenging for natural language and speech processing tasks, this book discusses in detail the main tasks and applications of Turkish natural language and speech processing. A compendium of the work on Turkish natural language and speech processing, it is a valuable reference for new researchers considering computational work on Turkish, as well as a one-stop resource for commercial and research institutions planning to develop applications for Turkish. It also serves as a blueprint for similar work on other Turkic languages such as Azeri, Turkmen and Uzbek.

Advances in Computational Intelligence

Author : Félix Castro
Publisher : Springer
ISBN 13 : 3030028402
Total Pages : 390 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Advances in Computational Intelligence by : Félix Castro

Download or read book Advances in Computational Intelligence written by Félix Castro and published by Springer. This book was released on 2018-12-31 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 10632 and 10633 constitutes the proceedings of the 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, held in Enseneda, Mexico, in October 2017. The total of 60 papers presented in these two volumes was carefully reviewed and selected from 203 submissions. The contributions were organized in the following topical sections: Part I: neural networks; evolutionary algorithms and optimization; hybrid intelligent systems and fuzzy logic; and machine learning and data mining. Part II: natural language processing and social networks; intelligent tutoring systems and educational applications; and image processing and pattern recognition.