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A Markov Model of Machine Translation using Non-parametric Bayesian Inference
Markov Model Machine Translation Non-parametric Bayesian Inference
2013/3/20
Most modern machine translation systems use phrase pairs as translation units, allowing for accurate modelling of phraseinternal translation and reordering. However phrase-based approaches are much le...
Non-Projective Parsing for Statistical Machine Translation
Non-Projective Parsing Statistical Machine Translation
2009/12/10
We describe a novel approach for syntaxbased statistical MT, which builds on a variant of tree adjoining grammar (TAG). Inspired by work in discriminative dependency parsing, the key idea in our appro...
11001 New Features for Statistical Machine Translation
11001 New Features Statistical Machine Translation
2009/11/2
We use the Margin Infused Relaxed Algorithm of Crammer et al. to add a large number of new features to two machine translation systems: the Hiero hierarchical phrasebased translation system and our sy...
Fast Translation Rule Matching for Syntax-based Statistical Machine Translation
Fast Translation Rule Matching Syntax-based Statistical Machine Translation
2009/10/22
Fast Translation Rule Matching for Syntax-based Statistical Machine Translation。
The History of Natural Language Processing and Machine Translation
machine translation information retrieval information extraction parsing thesaurus beliefs syntactic structures semantic representations logic statistics question answering summarization psychology word-sense part-of-speech-tagging sense and reference performance case grammar agents computational semantics
2005/3/20
The article surveys fifty years of work in computational language processing and machine translation, and suggests that a great number of the important ideas were present in the earliest days and hamp...