Yes, you definitely want to soak your morels in cold salt water.  Cut the mushrooms in half the long ways to expose the inside.  The salt in the water will flush out any critters that are hiding in the nooks and crannies of the mushroom.  Soak for about 15 minutes and use a strainer to get as much of the water off the mushrooms.