Dressing up as a baby for Halloween simply involves wearing oversized baby clothes or pajamas, along with a pacifier and maybe even a cute bonnet or headband with bows or ears. Carrying around a stuffed animal or bottle can also add to the effect of being an adorable baby for the night.