Make sure you are the same level as the mob to ensure you get the drops, you cant improve the drop rate tho. If a mob is blue/dark blue then the chances of it dropping however become significantly lower.
If you want drop rates, my suggestion would be to become an info donator at http://www.[censored].com. They track drops, and it's really really handy for crafting and such.