2008.iwslt-evaluation.9@ACL

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#1 The LIUM Arabic/English statistical machine translation system for IWSLT 2008. [PDF] [Copy] [Kimi]

Authors: Holger Schwenk ; Yannick Estève ; Sadaf Abdul Rauf

This paper describes the system developed by the LIUM laboratory for the 2008 IWSLT evaluation. We only participated in the Arabic/English BTEC task. We developed a statistical phrase-based system using the Moses toolkit and SYSTRAN’s rule-based translation system to perform a morphological decomposition of the Arabic words. A continuous space language model was deployed to improve the modeling of the target language. Both approaches achieved significant improvements in the BLEU score. The system achieves a score of 49.4 on the test set of the 2008 IWSLT evaluation.