1. In a bowl, combine flour, paprika, milk, salt and pepper and mix well.
2. In a pot, boil celery until it is tender-crisp.
3. Strain the celery to drain out water.
4. Add flour mixture to the celery and mix.
5. Cook until the mixture turns creamy.
6. Serve hot.