1. A method for generating structured query results, the method comprising: collecting one or more queries submitted through a search engine interface, the queries each including one or more search terms; collecting search term data including click information associated with the one or more queries; preprocessing the one or more queries into a canonicalized form of each of the one or more queries; building a lexical index comprised of the canonicalized form of the one or more queries and the search term data associated with the one or more queries; mining the lexical index of the canonicalized form of the one or more queries and the search term data associated with the one or more queries; and generating a structured query result based on the mining of the lexical index.
4. The method of claim 1 wherein the data associated with the one or more queries includes the rank of the one or more queries.