Formally, given an input question Q, a typical factoid QA system generates answers on the basis of the following three procedures: (1) Question Understanding, which determines the answer type and identifies necessory information contained in Q, such as question focus and lexical answer type (LAT).
and Web, and significant improvements are achieved on all data sets.