Dialogue structure information is of particular importance when the interaction is centered around a learning task, such as in natural language tutoring, because techniques that support empirical identification of dialogue strategies can inform not only the design of intelligent tutoring systems <cite>(Forbes-Riley et al., 2007)</cite> , but also contribute to our understanding of the cognitive and affective processes involved in learning through tutoring (VanLehn et al., 2007) .