Citing papers which aren't yet published by their arxiv numbers is routine. (And, before 1991, people did the same using the author's institute's preprint numbers.) If they have appeared in a journal by the time yours is accepted by a journal, then you should add the journal info too. (Although many journals now allow you to leave the arxiv numbers as an additional part of each reference.)