If you can find them, read the papers on Question Analysis and Answer Coercion. I am still impressed by how powerful these systems were, and how effective. UIMA is a framework for tying algorithms together, and experimenting quickly with different combinations.

(locked-down IEEE versions: http://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=617771...)