Is she urinating or pooping in the dining room? If she's urinating then, she could have a bladder infection. Cats will pee in unusual places when they have an infection.
Have there been any changes at your place? Sometimes cats don't like change, even a change of kitty litter. Personally, I'd take her to the vet just to be careful.