I thought that linking to the abstract (in this case:
http://arxiv.org/abs/1407.4245) is preferred, because that way
updated versions of the paper will be visible,
whereas linking directly to PDF gives you a specific version that cannot be updated.
I don't remember where I've seen that recommendation though
(can't find anything about it on arxiv.org itself).