A Morpheme-Based Weighting for Chinese-Mongolian Statistical Machine Translation
Zhenxin Yang, Miao Li, Lei CHEN, Kai Sun · IEICE Transactions on Information and Systems · 2016
In this paper, a morpheme-based weighting and its integration method are proposed as a smoothing method to alleviate the data sparseness in Chinese-Mongolian statistical machine translation (SMT). Besides, we present source-side reordering as the pre-processing model to verify the extensibility of our method. Experi-mental results show that the morpheme-based weighting can substantially improve the translation quality.