Grammatically,both are correct.It depends on what idea you want to express.

Good lyrics of pop song are beautiful poetry; but lots of the lines of pop songs do not make sense. Trying to make it clear what the certain lines are telling will drive you crazy. 寻找爱的梦 seems not to be very obscure, but still not definite.

Looking for love. Looking for my dream. Looking for my dream love.