source documents similar to the test document and their corresponding target documents) in the training parallel corpus; 3) a topic cache, which stores the target-side topic words related with the test document in the source-side.
if there are translation pairs of sentences/phrases/words in similar bilingual document pairs, this makes the translation much easier.