In contrast, we have no English test sets that contain headlines of multiple lengths.
we randomly extracted 3,000 sentence-headline pairs that satisfy a length constraint from the test set constructed from annotated English Gigaword (Napoles et al., 2012) by pre-processing scripts of Rush et al.