'Simpsons' creator Matt Groening appears as himself at the convention. He is referred to as the creator of 'Futurama.'
The title is based off the film "My Big Fat Greek Wedding".
Barney's "sponsor" (the imaginary white rabbit who encourages him to drink) resembles the title character of the play/movie, 'Harvey.'