(2018), we assume that an interpretable latent discourse role should cluster messages labeled with the same dialogue act.
we adopt purity (Manning et al., 2008), homogeneity (Rosenberg and Hirschberg, 2007), and variation of informa tion (VI) (Meila, 2003;Goldwater and Griffiths, 2007) as our automatic evaluation metrics.