Joshua 6: A phrase-based and hierarchical statistical machine translation system
نویسندگان
چکیده
منابع مشابه
Articles Joshua 6 : A phrase - based and hierarchical statistical machine translation system
We describe the version six release of Joshua, an open-source statistical machine translation toolkit. The main difference from release five is the introduction of a simple, unlexicalized, phrase-based stack decoder. This phrase-based decoder shares a hypergraph format with the syntax-based systems, permitting a tight coupling with the existing codebase of feature functions and hypergraph tools...
متن کاملJoshua 6: A phrase-based and hierarchical statistical machine translation system
We describe the version six release of Joshua, an open-source statistical machine translation toolkit. The main difference from release five is the introduction of a simple, unlexicalized, phrase-based stack decoder. This phrase-based decoder shares a hypergraph format with the syntax-based systems, permitting a tight coupling with the existing codebase of feature functions and hypergraph tools...
متن کاملHierarchical Phrase-Based Statistical Machine Translation System
The aim of this thesis is to express fundamentals and concepts behind one of the emerging techniques in statistical machine translation (SMT) hierarchical phrase based MT by implementing translation from Hindi to English. Basically hierarchical model extends phrase based models by considering subphrases with the aid of context free grammar (CFG). In other models, syntax based models bear a rese...
متن کاملA Hierarchical Phrase-Based Model for Statistical Machine Translation
We present a statistical phrase-based translation model that uses hierarchical phrases— phrases that contain subphrases. The model is formally a synchronous context-free grammar but is learned from a bitext without any syntactic information. Thus it can be seen as a shift to the formal machinery of syntaxbased translation systems without any linguistic commitment. In our experiments using BLEU ...
متن کاملCCG-Augmented Hierarchical Phrase-Based Statistical Machine Translation
xvii Acknowledgements xix
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ژورنال
عنوان ژورنال: The Prague Bulletin of Mathematical Linguistics
سال: 2015
ISSN: 1804-0462
DOI: 10.1515/pralin-2015-0009