In our previous study, we have used up to five preceding segments and showed that the gain becomes smaller as the number of preceding segments increases, which supports the claim that the closest segments are the most relevant. <cite>Liu et al. (2017)</cite> stopped at three preceding segments, but noticed a similar pattern.