Research Article
A Dirichlet Process Mixture Based Name Origin Clustering and Alignment Model for Transliteration
Table 4
Comparison of different alignment methods using the Moses.
| Corpora | Models | Evaluation | ACC |
M--score | MRR |
| EO | GIZA++ | 0.7241 | 0.8881 | 0.8061 | BBMM | 0.7286 | 0.8920 | 0.8043 | cDPMM | 0.7398 | 0.8983 | 0.8126 |
| ECJ-O | GIZA++ | 0.5471 | 0.7278 | 0.6268 | BBAM | 0.5522 | 0.7370 | 0.6344 | cDPMM | 0.5643 | 0.7420 | 0.6446 |
| Multi-O | GIZA++ | 0.4993 | 0.4993 | 0.5986 | BBAM | 0.5163 | 0.7769 | 0.6123 | cDPMM | 0.5273 | 0.7796 | 0.6188 |
|
|