In this paper, we first introduce MIRA to joint word segmentation and POS tagging and show very encouraging results.
the goal of our learning algorithm is to learn a mapping from inputs (unsegmented sentences) x ∈ X to outputs (segmented paths) y ∈ Y based on training samples of input-output pairs S = {(x t , y t )} t t=1 .