To improve the precision of retrieval output, especially within the very few (e.g, 5 or 10) highest-ranked documents that are returned, a number of researchers [36, 13, 16, 7, 22, 34, 25, 1, <cite>18,</cite> 9] have considered a structural re-ranking strategy.