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Table 9 

%BLEU on tune and test sets for EN→MG translation, using a supervised English parser and an unsupervised Malagasy parser. The 15.6 BLEU reached by the full QPD model is statistically significantly better than all other results on the test set. All other test set numbers are statistically indistinguishable.

English→Malagasy
model
notes
tune
test
Moses Rampion, S = 200 17.6 15.1 
Rampion, S = 500 17.8 15.1 
SSVM reranking 17.8 15.1 
 
QPD (unsup.) TgtTree 17.6 15.2 
(unsup.) TgtTree + TreeToTree 17.9 15.6 
 
Hiero Rampion 17.4 15.0 
English→Malagasy
model
notes
tune
test
Moses Rampion, S = 200 17.6 15.1 
Rampion, S = 500 17.8 15.1 
SSVM reranking 17.8 15.1 
 
QPD (unsup.) TgtTree 17.6 15.2 
(unsup.) TgtTree + TreeToTree 17.9 15.6 
 
Hiero Rampion 17.4 15.0 
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