We are only aware of one approach (Mochales-Palau and Moens, 2009;Wyner et al., 2010) that also focuses on the identification of argumentative discourse structures.
this approach is based on a manually created CFG that is tailored to documents from the legal domain, which follow a standardized argumentation style.