A free Java implementation of the C-Value algorithm based on this paper:
http://personalpages.manchester.ac.uk/staff/sophia.ananiadou/ijodl2000.pdf
The CValue is an algorithm for keyphrase extraction that has good results without any trainning combining statistical measures with POS information.
The code is in:
github.com/Neuw84/CValue-TermExtraction