Yet other approaches extend topic models to produce author specific topics (Rosen-Zvi et al., 2004), author persona (Mimno and McCallum, 2007), social roles (McCallum et al., 2007), etc.
these models do not model debates and hence are unable to discover AD-expressions and interaction natures of author pairs.