We also assume that the probability of seeing a lexical chain start / end at a particular instance is independent of the starts / ends of other chains.
the story segmentation task in this work is to decide whether a hypothesized utterance boundary (provided in the tDt-2 data based on the speech recognition result) is a story boundary.