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Incorporating conditional random fields and active learning to improve sentiment identification.

Zhang, K.; Xie, Y.; Yang, Y.; Sun, A.; Liu, H.; Choudhary, . (Neural Networks, 2014-10)

Many machine learning, statistical, and computational linguistic methods have been developed to identify sentiment of sentences in documents, yielding promising results. However, most of state-of-the-art methods focus on ...