Research Article

Filtering Reordering Table Using a Novel Recursive Autoencoder Model for Statistical Machine Translation

Table 3

Experiment results of Uyghur-Chinese MT.

GroupSize of reordering tableDevelopment setTest setAverage

BaselineN/A35.7235.1435.43

MSD645 MB37.0536.3436.70

MSD_F516 MB37.2036.5836.89 (+0.19)
387 MB37.2236.7036.96 (+0.26)
387 MB36.8336.2336.53 (−0.17)

MSLR756 MB37.1236.4436.78

MSLR_F605 MB37.2536.6836.97 (+0.19)
454 MB37.4536.7737.11 (+0.33)
302 MB37.0136.2336.62 (−0.16)