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Record Nr. |
UNINA9910782858503321 |
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Titolo |
Learning machine translation / / [edited by] Cyril Goutte [and others] |
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Pubbl/distr/stampa |
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Cambridge, Mass., : MIT Press, ©2009 |
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ISBN |
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0-262-29270-X |
1-282-24020-X |
0-262-25509-X |
9786612240201 |
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Descrizione fisica |
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1 online resource (329 p.) |
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Collana |
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Neural information processing series |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Machine translating - Statistical methods |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. [277]-306) and index. |
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Nota di contenuto |
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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 |
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Sommario/riassunto |
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This title looks at how machine learning can improve machine translation, enabling technologies and new statistical techniques. |
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