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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.

82.03 --- 681.3*I27 --- 681.3*I27 Natural language processing: language generation language models language parsing and understanding machine translation speech recognition and under-standing text analysis (Artificial intelligence) --- Natural language processing: language generation language models language parsing and understanding machine translation speech recognition and under-standing text analysis (Artificial intelligence) --- 82.03 Vertalen. Literaire vertaling --- Vertalen. Literaire vertaling --- Automatisch vertalen. --- Machine translation. --- Natural language processing. --- Natuurlijke taalverwerking. --- 681.3*J --- 681.3*J Computer applications --- Computer applications --- Machine translating --- Automatic translating --- Computer translating --- Electronic translating --- Mechanical translating --- Algorithms --- Applied linguistics --- Artificial intelligence --- Natural language generation (Computer science) --- Information theory --- Translating and interpreting --- Cross-language information retrieval --- Translating machines --- 681.3*I27 Natural language processing: language generation; language models; language parsing and understanding; machine translation; speech recognition and under-standing; text analysis (Artificial intelligence) --- Natural language processing: language generation; language models; language parsing and understanding; machine translation; speech recognition and under-standing; text analysis (Artificial intelligence) --- Mathematical linguistics --- Artificial intelligence. Robotics. Simulation. Graphics --- Translation science --- Data processing --- Information Technology --- Computer Science (Hardware & Networks) --- General and Others --- Translating and interpreting - Data processing --- Machine translating. --- Data processing. --- Interpretation and translation --- Interpreting and translating --- Language and languages --- Literature --- Translation and interpretation --- Translators --- Translating