Research on Fast Incremental Training Algorithm for Word Alignment
Luo Si Wei · Beijing Daxue Xuebao. Zirankexueban · 2013
This study puts emphasis on the incremental training algorithm for word alignment,which is the bottleneck during the construction of translation model.Based on two unsupervised word alignment models,the author proposes an incremental training algorithm which is based on initialization and online EM algorithm.Experiments show that the proposed method is efficient and would not hurt the quality of word alignment and translation.