The averaged perceptron approach takes, instead of the final value of the parameter vector θ, its averageθ over all the iterations.
closest to our application is the application of mined morphological paradigms in (Durrett and DeNero, 2013), the morphological unit segmentation in (chang and chang, 2012) and the Finnish morphological generation for machine translation in (clifton and Sarkar, 2010).