An analysis and implementation of Conditional Random Fields (CRF's) (https://en.wikipedia.org/wiki/Conditional_random_field) - with applications to Natural Language ...
Abstract: The conditional random field (CRF) is a successful probabilistic model for structured output prediction problems. In this brief, we consider to enlarge the representational capacity of CRF ...