However, simply filtering out this kind of sentence pairs may lead to some loss of native English expressions, thereby the trans-lation performance is unstable since both nonparallel sentence pairs and non-literal but parallel sentence pairs are filtered.
we use the importance score of each sentence pair to estimate the phrase translation probabilities.