In order to align the CAREFUL SCOTUS and ORIGINAL OYEZ transcripts, we use a dynamic programming algorithm for sequence alignment with matching scores as given in Where there used to be the decision The ANNOTATED OYEZ training set is a very small dataset, and other work has shown that Switchboard (SWBD) is useful for cross-domain training for SCO-TUS (Zayats et al., 2014).
in this work, we use a simple self-training approach.