Open Source Text Processing Project: Wapiti

Wapiti – A simple and fast discriminative sequence labelling toolkit Project Website: https://wapiti.limsi.fr/ Github Link: https://github.com/Jekub/Wapiti Description Wapiti is a very fast toolkit for segmenting and labeling sequences with discriminative models. It is based on maxent models, maximum entropy Markov … Continue reading

Open Source Text Processing Project: CRF Project

CRF Project Project Website: http://crf.sourceforge.net/ Github Link: None Description The CRF package is a java implementation of Conditional Random Fields for sequential labeling developed by Sunita Sarawagi of IIT Bombay. The package is distributed with the hope that it will … Continue reading

Open Source Text Processing Project: CRF++

CRF++: Yet Another CRF toolkit Project Website: https://taku910.github.io/crfpp/ Github Link: None Description 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 … Continue reading