CRF++ is a simple, customizable, and open source implementation of Conditional Random Fields (CRFs) for segmenting/labeling sequential data. CRF++ is designed for generic purpose and will be applied to a lot of NLP tasks, such as Named Entity Recognition, Information Extraction and Text Chunking.