For the joint segmentation and POS-tagging task , we present a novel solution using the framework in this article , and show that it gives comparable accuracies to our previous work ( Zhang and Clark 2008a ) , while being more than an order of magnitude faster .
joint word segmentation and pos tagging using a single perceptron
Yue Zhang Stephen Clark
For the segmentation task , we also compare our beam-search framework with alternative decoding algorithms including an exact dynamic-programming method , showing that the beam-search method is significantly faster with comparable accuracy . For the joint segmentation and POS-tagging task , we present a novel solution using the framework in this article , and show that it gives comparable accuracies to our previous work ( Zhang and Clark 2008a ) , while being more than an order of magnitude faster . In Section 7 we provide further discussion of the framework based on the studies of the individual tasks .
For the joint segmentation and POS-tagging task , we present a novel solution using the framework in this article , and show that it gives comparable accuracies to our previous work ( @@CITATIONa ) , while being more than an order of magnitude faster .