Comment by overlords

Downvoters, please see

http://matpalm.com/resemblance/simhash/

https://en.wikipedia.org/wiki/SimHash

Simhash, a type of local sensitive hashing - using hash functions on ngrammed data.

That is exactly what Vowpal Wabbit does.