Awesome !!! Thanks a ton Rob! It worked perfectly fine. The fact that Ubuntu already has link-grammar package (sudo apt-get install link-grammar) didn't help me in installing Lingua::LinkParser. I did a manual fetch of link-grammar as Rob suggested and followed the rest. Lingua::LinkParser working fine now..