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In this paper, we proposed a method to incorporate syntax-based language models in phrase-based statistical machine translation (SMT) systems. The language model that we used is based on link grammar, which is a high lexical formalism. In order to apply language models based on link grammar in phrase-based models, we brought out the concept of linked phrases, which is an extension of the concept of...
This paper proposed a novel reordering model based on the reordering of source language chunks. This model is used as a preprocessing step of phrase-based translation models and could be well integrated with them. At the same time, as a chunk-based model, syntax information could be concerned in the process of reordering while the entire parsing of the source sentence is not required. Two experiments...
Machine translation (MT) has a variety of applications in pervasive computing environments. Thin clients such as personal digital assistants (PDA) are always deployed with small memory. In this paper, a novel method to improve the performance of alignment template based translation model (ATTM), which is the state-of-art MT models, was proposed. The key element, alignment template of ATTM, was extended...
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