The Karlsruhe Institute for technology translation system for the ACL-WMT 2010

Authors:
Jan Niehues;Teresa Herrmann;Mohammed Mediani;Alex Waibel
Affiliations:
Karlsruhe Instiute of Technolgy, Karlsruhe, Germany;Karlsruhe Instiute of Technolgy, Karlsruhe, Germany;Karlsruhe Instiute of Technolgy, Karlsruhe, Germany;Karlsruhe Instiute of Technolgy, Karlsruhe, Germany
Venue:
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Year:
2010

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Abstract

This paper describes our phrase-based Statistical Machine Translation (SMT) system for the WMT10 Translation Task. We submitted translations for the German to English and English to German translation tasks. Compared to state-of-the-art phrase-based systems we preformed additional preprocessing and used a discriminative word alignment approach. The word reordering was modeled using POS information and we extended the translation model with additional features.