learning a weight vector w such that w(x i − x j ) > δ, when essay i has a higher gold score than essay j, where δ is the one-sided margin 3 (Joachims, 2002;Chapelle and Keerthi, 2010).
one of the problems hindering the wide-scale adoption and deployment of AES systems is the dependence on prompt-specific training data, i.e.