Bottomless Party means: This was a quote from Harold An Kumar’s movie Guantemo bay. This party is similar to topless parties except that the men and women are not allowed to wear their clothes. You can see their stomachs, dicks, and vaginas as they walk about with their pants down. (in Community Dictionary, added by Sophie Bell)