Clearly, if the base QA system is too poor, then the answers to the auxiliary questions will be useless; if the base system is highly accurate, the increase in accuracy will be negligible.
our approach seems most beneficial to middle-performance levels, which, by inspection of TREC results for the last 5 years, is where the leading systems currently lie.