With a character-based perceptron as the core, combined with real-valued features such as language models, the cascaded model can efficiently utilize knowledge sources that are inconvenient to incorporate into the perceptron directly.
they use POS tags or word information in a Brute-Force way, which may suffer from the problem of time complexity.