A guided natural language interface, a method for guiding a user in specifying a color problem with a document image, and a set of templates for use in the interface and method are provided. The interface includes computer readable memory which stores a set of issue description templates, each template being configured for guiding a user in formulating a problem statement characterizing, in natural language, a problem related to color identified in an input document. A natural rendering engine receives information input by a user and/or information input from an associated problem detector, and instantiates one of the templates in response thereto. The natural language rendering engine is configured for presenting the problem statement to the user as it is refined and communicating information based on the refined problem statement to an associated problem corrector.