We present a syntax-based language model for use in noisy-channel machine translation. In particular, a language model based upon that described in (Cha01) is ...
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In this paper, we describe a system in which the translation model of (YK01) is “married” to the syntax-based language model of (Cha01) and show that it leads ...
This dissertation attempts to improve the fluency of machine translation output by explicitly incorporating models of the target language structure into machine ...
Dec 1, 2017 · In its early development, machine translation adopted rule-based approaches, which can include the use of language syntax.
Syntax based Language Models (Charniak, Knight, and Yamada 2003) have been proposed in context of syntax based machine translation, and have shown some promise.
This unique book provides a comprehensive introduction to the most popular syntax-based statistical machine translation models, filling a gap in the current ...
Hierarchical Models increase the re- ordering capabilities of MT systems by introducing non-terminal symbols to phrases that map source language (SL).
As opposed to using a single word as the basis of the TM, phrase-based models add another layer of structure called "phrases" (a contiguous sequence of words) ...
Feb 11, 2011 · This dissertation attempts to improve the fluency of machine translation output by explicitly incorporating models of the target language ...
The goal of Syntax-Based Machine Translation techniques is to incorporate an explicit representation of syntax into the statistical machine translation systems.