The only exception is posmaplex model (based on PoS tagging) for German which can be explained by the fact that the German grammar used for query processing was not adapted for queries as opposed to English and French grammars.
a vector of sparse features is introduced where each component corresponds to a pair of PoS tags aligned in the training data.