Since the paper is exposed, you'll want to waterproof the paper first. Anything waterproofy will work, try spray-on shellac. Once that dries, proceed with the repair as already advised. If you try to mud or texture over the paper, you run the risk of the paper bubbling and creating weak areas of your repair, especially when it comes to the paint sticking in a durable way.