1. A computer program product comprising one or more computer-readable storage media having thereon computer-executable instructions that are structured such that, when executed by one or more processors of a computing system, cause the computing system to perform a method for modifying a natural language interpretation model for natural language queries, the method comprising: an act of discovering one or more modifications that one or more queriers made to one or more original query results of one or more natural language queries to generate one or more modified query results; an act of identifying one or more changes to a natural language interpretation model that would result in one or more query results that more accurately reflect the one or more modified query results as compared to the one or more original query results; and an act of causing the natural language interpretation model to be modified with at least one of the one or more identified changes.