With a fixed amount of memory available, we cannot allow our list of unique words or phrases to grow over time, even while new topics give rise to novel names of people, places, and terms of interest.
we need an approach that keeps the size of the model constant, but that is geared to what is being discussed now, as compared to some time in the past.