Journal of Computational and Applied Mathematics
Machine translation system combination using ITG-based alignments
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
The RWTH system combination system for WMT 2009
StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
The UZH system combination system for WMT 2011
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
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LIUM participated in the System Combination task of the Fifth Workshop on Statistical Machine Translation (WMT 2010). Hypotheses from 5 French/English MT systems were combined with MANY, an open source system combination software based on confusion networks currently developed at LIUM. The system combination yielded significant improvements in BLEU score when applied on WMT'09 data. The same behavior has been observed when tuning is performed on development data of this year evaluation.