12. The system of claim 11 wherein modifying one or more of the plurality of candidate queries comprises one or more of dropping search terms, replacing search terms with synonyms, or introducing new terms.
11. The system of claim 8 , the operations further comprising: modifying one or more of the plurality of candidate queries before sending the plurality of candidate queries to the ranking engine.