On one hand, the performance of Types2X suggests that information coming from the types occurring in the queries alone may not be enough to produce significant improvements in retrieval efficiency.
our experiments have shown that it is only the combination of query expansion with type information (rather than with simple terms) that yields significant performance gains on these difficult queries.