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While significant effort has been put into an- notating linguistic resources for several lan- guages, there are still many left that have only small amounts of such resources. This paper …...

This paper describes the JHU system combi- nation scheme used in WMT-11. The JHU system combination is based on confusion network alignment, and inherited the frame- work developed by (Karakos …...

This paper describes the UPM system for translation task at the EMNLP 2011 workshop on statistical machine translation (http://www.statmt.org/wmt11/), and it has been used for both directions: Spanish-English and English-Spanish. …...

This paper describes LIMSI’s submis- sions to the shared WMT’13 translation task. We report results for French-English, German-English and Spanish-English in both directions. Our submissions use n-code, an open source …...

This article reports on mass experiments sup- porting the idea that data extracted from strongly comparable corpora may successfully be used to build statistical machine translation systems of reasonable translation …...

Today’s machine translation systems out- put the same translation for a given in- put, despite important differences between users. In practice, translations should be customized for each reader, for instance …...

AbstractWe investigate adaptive ensemble weighting for Neural Machine Translation, addressing the case of improving performance on a new and potentially unknown domain without sacrificing performance on the original domain. We …...

AbstractInteractive-predictive translation is a collaborative iterative process and where human translators produce translations with the help of machine translation (MT) systems interactively. Various sampling techniques in active learning (AL) exist …...