A. Look for an 'Edit' option in your shopping list. Many apps allow you to edit lists by tapping on them, which may reveal options to delete items. If you find it, select the items you want to remove and confirm the deletion.
B. If there is no direct delete option, try clearing the entire list and starting fresh, if that is acceptable for your needs.