The structure of queries is very different from the standard phrase structure: queries are very short and the word order might be different than the typical full phrase one.
ideally, we would have liked to combine the two approaches we proposed: use the querygenre-tuned model to produce the Nbest list which is then reranked to optimize the MAP score.