Learning machine translation / / [edited by] Cyril Goutte [and others]

• Pubblicazione: Cambridge, Mass., : MIT Press, ©2009
• Descrizione fisica: 1 online resource (329 p.)
• Disciplina: 418/.020285
• Soggetto topico: Machine translating - Statistical methods
• Soggetto non controllato: COMPUTER SCIENCE/Machine Learning & Neural Networks
• Altri autori: GoutteCyril
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references (p. [277]-306) and index.
• Nota di contenuto: 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
• Sommario/riassunto: This title looks at how machine learning can improve machine translation, enabling technologies and new statistical techniques.
• Titolo autorizzato: Learning machine translation
• ISBN: 0-262-29270-X; 1-282-24020-X; 0-262-25509-X; 9786612240201
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910782858503321
• Lo trovi qui: Univ. Federico II
• Serie: Neural information processing series