On what basis if your green card petition pending? Is it employment based? If you do not yet have the green card, you can get married to your girlfriend and have her file for the green card as your dependent and she will be able to get it along with you. But this is only if it is through employment and the I-485 is not yet approved.
Answered on Mar 30th, 2012 at 3:08 PM