Over 50 million scholarly articles have been published (Jinha, 2010), and the number of articles published every year keeps increasing (Druss and Marcus, 2005;Larsen and Von Ins, 2010).
traditional sentence classification approaches have been shown to greatly benefit from jointly classifying subsequent sentences, such as with conditional random fields.