If you convince the professors that you really need their Rec. letters they will help you. Honestly, I had the same experience when I met one of my professors in B.Sc. program. He didn't even recognize me. But when I talk to him explaining the situation I was in he accepted to help me. I wrote the letter by myself and he just checked it!