Segmentation for English-to-Arabic Statistical Machine Translation.

Ibrahim Badr,Rabih Zbib,James R. Glass

HLT-Short '08: Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers（2008）

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摘要

In this paper, we report on a set of initial results for English-to-Arabic Statistical Machine Translation (SMT). We show that morphological decomposition of the Arabic source is beneficial, especially for smaller-size corpora, and investigate different recombination techniques. We also report on the use of Factored Translation Models for English-to-Arabic translation.

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关键词

English-to-Arabic Statistical Machine Translation,English-to-Arabic translation,Factored Translation Models,Arabic source,different recombination technique,initial result,morphological decomposition,smaller-size corpus,English-to-Arabic statistical machine translation

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