(2005) attempt to deal with this problem by using a fuzzy algorithm to cluster speakers; this assigns each speaker a distribution over conversations rather than a hard assignment.
our annotation scheme requires annotators to mark each utterance as part of a single conversation, and distinct conversations are not related in any way.