If you say "baciami" (pronounced "bah-cha-me"), you should have your boyfriend kissing you in no time! But yeah, "baciami" is Italian for "kiss me".
You can find the evidence as well as an audio of how to pronounce it here.
You can find the evidence as well as an audio of how to pronounce it here.