We identify and eliminate unimportant words, somewhat similar to Q&A retrieval (Lee et al., 2008;Zhou et al., 2011).
the average number of words (the total word number in Q and S) in cross-lingual sentence selection model would be minimized naturally, and the efficiency of cross-lingual data selection would be improved.