Do a google search on vocabulary memorization techniques, especially for languages without Chinese characters. It's a common problem with plenty of solutions out there. More exposure is always a good thing, but not the ideal solution; that's just brute forcing it.
Nuriko's idea is one of the better methods out there. Being creative with sound association is another option. Whatever you do, try to get your imaginative memory involved.