Can I withdraw my mortgage application from a mortgage company without paying a fee?

nightingale asked: We are in the middle of applying for a mortgage with a mortgage company. We have submitted documents and has signed paperworks but we want to switch to another mortgage company. Can we still do it and since they have worked on our papers already , are we going to pay a fee?