Because of the availability of the Switchboard corpus [Godfrey et al. 1992] and other conversational telephone speech (CTS) corpora, there has been an increasing interest in improving the performance of identifying the edited regions for parsing disfluent sentences<cite> [Charniak and Johnson 2001</cite> , Johnson and Charniak 2004 , Liu et al. 2005 .