%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 |