Yet Another Part-of-Speech and Morphological Analyzer

MeCab is a open source morphological analyzer which uses
CRF (Conditional Random Fields) as the estimation of parameters.

NOTE:
You have to install MeCab dictionary rpm to make use
of MeCab.