I would say neither of them is going to get rid of any of those programs. I think Romney would prefer to have them be a temporary help and a step toward people getting good jobs if possible. He sees it as a "hand up" rather than a "hand out".
Both parties believe and candidates believe in helping those who are less fortunate. It is just a matter of how to best help.