Research Article

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

Table 4

Experiment results of English-Chinese MT.

GroupSize of reordering tableDevelopment setTest setAverage

BaselineN/A29.4530.1229.79

MSD5084 MB30.1330.3530.24

MSD_F4067 MB30.2530.4130.33 (+0.9)
3050 MB30.3030.4830.39 (+0.15)
2033 MB29.8030.2030.00 (−0.33)

MSLR5763 MB30.1530.3530.25

MSLR_F4610 MB30.3130.4230.37 (+0.12)
3457 MB30.5530.5130.53 (+0.28)
2305 MB30.0630.2130.14 (−0.23)