HIRI-QUerying is a solution to tackle incompleteness and imprecision of semantic annotations of semistructured documents at querying time. We particularly introduce three elementary reformulations that rely on the notion of aggregation and on the document structure. The Dynamic Reformulation and Execution of Queries algorithm (DREQ) combines these elementary transformations to construct reformulated queries w.r.t. a defined order relation.