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Title Learning machine translation / [edited by] Cyril Goutte [and others]
Published Cambridge, Mass. : MIT Press, ©2009


Description 1 online resource (xii, 316 pages) : illustrations
Series Neural information processing series
Neural information processing series.
Contents Series Foreword; Preface; 1 A Statistical Machine Translation Primer; I Enabling Technologies; 2 Mining Patents for Parallel Corpora; 3 Automatic Construction of Multilingual Name Dictionaries; 4 Named Entity Transliteration and Discovery in Multilingual Corpora; 5 Combination of Statistical Word Alignments Based on Multiple Preprocessing Schemes; 6 Linguistically Enriched Word-Sequence Kernels for Discriminative Language Modeling; II Machine Translation; 7 Toward Purely Discriminative Training for Tree-Structured Translation Models
8 Reranking for Large-Scale Statistical Machine Translation9 Kernel-Based Machine Translation; 10 Statistical Machine Translation through Global Lexical Selection and Sentence Reconstruction; 11 Discriminative Phrase Selection for SMT; 12 Semisupervised Learning for Machine Translation; 13 Learning to Combine Machine Translation Systems; References; Contributors; Index
Summary This title looks at how machine learning can improve machine translation, enabling technologies and new statistical techniques
Analysis COMPUTER SCIENCE/Machine Learning & Neural Networks
Bibliography Includes bibliographical references (pages 277-306) and index
Notes English
Print version record
Subject Machine translating -- Statistical methods
LANGUAGE ARTS & DISCIPLINES -- Translating & Interpreting.
Form Electronic book
Author Goutte, Cyril.
ISBN 9780262255097