We focus on Centering Theory's Rough-Shift transition which is the least well studied among the four transition types.
we examine whether the discourse coherence found in an essay, as de ned by a measure of relative proportion of Rough-Shift transitions, might be a signi cant contributor to the accuracy of computer-generated essay scores.