Brown ground beef and onions. Add soup to meat mixture. Meanwhile, combine rice, celery, water and soy sauce. Add to soup and meat mixture; stir and turn into a greased casserole dish and bake at 350° for 1 hour. During the last 20 minutes add a generous topping of chow mein noodles.