Predicting Success in Machine Translation (2009)
Alexandra Birch, Miles Osborne
The performance of machine translation systems varies greatly depending on the source and target languages involved. Determining the contribution of different characteristics of language pairs on...
Ccg supertags in factored statistical machine translation (2007)
Alexandra Birch, Miles Osborne
Combinatorial Categorial Grammar (CCG) supertags present phrase-based machine translation with an opportunity to access rich syntactic information at a word level. The challenge is incorporating this...
Moses: Open source toolkit for statistical machine translation (2007)
Hieu Hoang, Alexandra Birch, Chris Callison-burch, Richard Zens, Rwth Aachen, Alexandra Constantin, ...
We describe an open-source toolkit for statistical machine translation whose novel contributions are (a) support for linguistically motivated factors, (b) confusion network decoding, and (c)...
Ccg supertags in factored statistical machine translation (2007)
Alexandra Birch, Miles Osborne
Combinatorial Categorial Grammar (CCG) supertags present phrase-based machine translation with an opportunity to access rich syntactic information at a word level. The challenge is incorporating this...
Proceedings of the Workshop on Statistical Machine Translation, pages 154--157, (2006)
New York City, Alexandra Birch, Chris Callison-burch, Miles Osborne
The joint probability model proposed by Marcu and Wong (2002) provides a strong probabilistic framework for phrase-based statistical machine translation (SMT). The model's usefulness is,...
Constraining the phrase-based, joint probability statistical translation model (2006)
Alexandra Birch, Chris Callison-burch, Miles Osborne
The joint probability model proposed by Marcu and Wong (2002) provides a strong probabilistic framework for phrase-based statistical machine translation (SMT). The model’s usefulness is, however,...