Yang and Cardie (2013) is similar in spirit to our own, where the identification of opinion holders, opinion targets, and opinion expressions is modeled as a sequence tagging problem using a CRF.
similar to previous work ap-plying CRFs to extract sentiment, Yang and Cardie use syntactic relations to connect an opinion target to an opinion expression.