Case in point, collocation detection over very large corpora:

https://github.com/RaRe-Technologies/bounter#example-on-the-...

Reduces RAM requirements some 31x times when automatically detecting common multiword expressions (e.g. "New York", "network license" or "Apache Hadoop"), which is significant.