International Workshop on Spoken Language Translation (IWSLT) 2010
This paper presents the KIT systems participating in the
French to English BTEC and in the English to French TALK
Translation tasks in the framework of the IWSLT 2010 machine
Starting with a state-of-the art phrase-based translation system we tested different modifications and extensions to improve the translation quality of the system.
First, we improved the word reordering by learning POSbased reordering rules from an automatically word-aligned parallel corpus. Furthermore, different experiments to adapt the machine translation system towards the target domain were carried out. In addition, for the BTEC task we tried to avoid data-sparseness problems by using word stems instead of the full word forms.
Bibliographic reference. Niehues, Jan / Mediani, Mohammed / Herrmann, Teresa / Heck, Michael / Herff, Christian / Waibel, Alex (2010): "The KIT translation system for IWSLT 2010", In IWSLT-2010, 93-98.