CRF++ is a handy, easy to use as well as customizable implementation of Conditional Random Fields (CRFs) for segmenting/labeling sequential data.

CRF++ is designed for generic purpose and will be applied to a variety of NLP tasks, such as Named Entity Recognition, Information Extraction and Text Chunking.