This section describes experiments that use the machine learning programs C4.5 (Quinlan 1986; and cgrendel (Cohen 1992; 1993) to automatically induce cue phrase classi cation rules from both the data of <cite>(Hirschberg & Litman 1993)</cite> and an extension of this data.