Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Learning Machine Translation (Neural Information Processing)

Buy
The Internet gives us access to a wealth of information in languages we don't understand. The investigation of automated or semi-automated approaches to translation has become a thriving research field with enormous commercial potential. This volume investigates how machine learning techniques can improve statistical machine translation, currently at the forefront of research in the field.

The book looks first at enabling technologies—technologies that solve problems that are not machine translation proper but are linked closely to the development of a machine translation system. These include the acquisition of bilingual sentence-aligned data from comparable corpora, automatic construction of multilingual name dictionaries, and word alignment. The book then presents new or improved statistical machine translation techniques, including a discriminative training framework for leveraging syntactic information, the use of semi-supervised and kernel-based learning methods, and the combination of multiple machine translation outputs in order to improve overall translation quality.

Contributors: Srinivas Bangalore, Nicola Cancedda, Josep M. Crego, Marc Dymetman, Jakob Elming, George Foster, Jesús Giménez, Cyril Goutte, Nizar Habash, Gholamreza Haffari, Patrick Haffner, Hitoshi Isahara, Stephan Kanthak, Alexandre Klementiev, Gregor Leusch, Pierre Mahé, Lluís Màrquez, Evgeny Matusov, I. Dan Melamed, Ion Muslea, Hermann Ney, Bruno Pouliquen, Dan Roth, Anoop Sarkar, John Shawe-Taylor, Ralf Steinberger, Joseph Turian, Nicola Ueffing, Masao Utiyama, Zhuoran Wang, Benjamin Wellington, Kenji Yamada

Neural Information Processing series

About the Author

Cyril Goutte is a researcher in the Interactive Language Technologies Group at the Canadian National Research Council's Institute for Information Technology.

Nicola Cancedda is a researcher in the Cross-Language Technologies Research Group at the Xerox Research Centre Europe.

Marc Dymetman is a researcher in the Cross-Language Technologies Research Group at the Xerox Research Centre Europe.

George Foster is a researcher in the Interactive Language Technologies Group at the Canadian National Research Council's Institute for Information Technology.
(HTML tags aren't allowed.)

Book: A Futurist's Manifesto: A Collection of Essays from the Bleeding Edge of Publishing
Book: A Futurist's Manifesto: A Collection of Essays from the Bleeding Edge of Publishing

The ground beneath the book publishing industry dramatically shifted in 2007, the year the Kindle and the iPhone debuted. Widespread consumer demand for these and other devices has brought the pace of digital change in book publishing from "it might happen sometime" to "it’s happening right now"—and it...

iOS 6 Programming Pushing the Limits: Advanced Application Development for Apple iPhone, iPad and iPod Touch
iOS 6 Programming Pushing the Limits: Advanced Application Development for Apple iPhone, iPad and iPod Touch

Learn to build extraordinary apps for iPhone, iPad, and iPod touch

iOS is the hottest development platform around, and iOS 6 adds a new and deeper dimension to explore. This guide offers serious information for serious programmers who know the basics and are ready to dive into the advanced features of iOS. You'll learn...

Advanced Fluid Mechanics
Advanced Fluid Mechanics

Fluid mechanics is the study of how fluids behave and interact under various forces and in various applied situations, whether in liquid or gas state or both. The author compiles pertinent information that are introduced in the more advanced classes at the senior level and at the graduate level. "Advanced Fluid Mechanics" courses...


Dan Appleman's Developing Activex Components With Visual Basic 5.0: A Guide to the Perplexed
Dan Appleman's Developing Activex Components With Visual Basic 5.0: A Guide to the Perplexed
With the release of version 5, VB programmers can finally create ActiveX controls without resorting to C++. And when the manual can't help, turn to VB master Dan Appleman, who can. In this well-designed guide, you'll find a serious review of all the key technology-from beginning OLE fundamentals to the latest in ActiveX component, ActiveX control,...
Advanced Topics In Database Research
Advanced Topics In Database Research
The Advanced Topics in Database Research book series has been regarded as an excellent academic books series in the fields of database, software engineering, and systems analysis and design. The goal of the book series is to provide researchers and practitioners the latest ideas and excellent works in the fields. This is the fourth volume of the...
Microcontrollers: High-Performance Systems and Programming
Microcontrollers: High-Performance Systems and Programming

Focusing on the line of high-performance microcontrollers offered by Microchip, Microcontrollers: High-Performance Systems and Programming discusses the practical factors that make the high-performance PIC series a better choice than their mid-range predecessors for most systems. However, one consideration in favor of the mid-range...

©2020 LearnIT (support@pdfchm.net) - Privacy Policy