Information extraction is still very big problem in any text-mining application.
Following are the links to various softwares available.
I've not used any of them, but wrote some software for extraction at my work.
http://uima-framework.sourceforge.net
http://www.research.ibm.com/UIMA/
and
http://gate.ac.uk
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