As a rule, they combine the vocals of the first "component" song with the instrumental (plus additional vocals, on occasion) from the second. The commercially available version of the mash-ups that do not use the original performer's vocals have been noted.
Generally, these mash-ups combine the vocals of the first song with the instrumental and additional vocals from the second.  However, there are commercially released versions without the original artist's vocals.