While our method of extracting the GDepP features is identical to (Joshi and Penstein-Rosé, 2009 ), our method for extracting GDepO is an approximation of the method of<cite> (Somasundaran and Wiebe, 2010)</cite> , that does not rely on selecting particular patterns indicating the topics of arguing by using a development set.