Do symptoms like allergic rhinitis go away quickly?

Depends... On the level of allergy and duration of exposure. If you're mildly allergic to dust mites and you have a brief pillow fight, you might sneeze for a few minutes. If you're highly allergic to cats and spend the weekend in a house with five cats, you might sneeze and have itchy, watery eyes for a few days.