DFKI Hybrid Machine Translation System for WMT 2011 - On the Integration of SMT and RBMT

Jia Xu; Hans Uszkoreit; Casey Kennington; David Vilar; Xiaojun Zhang

In: Proceedings of EMNLP - WMT workshop. Workshop on Statistical Machine Translation (WMT-11), located at EMNLP, July 30-31, Edinburgh, United Kingdom, NA, Edinburgh, UK, 7/2011.


We present the DFKI hybrid translation sys- tem at the WMT workshop 2011. Three SMT and two RBMT systems are combined at the level of the final translation output. The translation results show that our hybrid system significantly outperformed individual systems by exploring strengths of both rule-based and statistical translations.


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Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence